54 results on '"self organisation"'
Search Results
2. Quality 2030: quality management for the future
- Author
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Johan Lilja, Bjarne Bergquist, Yvonne Lagrosen, and Anders Fundin
- Subjects
Sustainable development ,Quality management ,Process management ,media_common.quotation_subject ,05 social sciences ,General Business, Management and Accounting ,Systems theory ,Self organisation ,0502 economics and business ,050211 marketing ,Quality (business) ,Business ,050203 business & management ,media_common - Abstract
Quality management (QM) has shown an impressive ability to update and evolve. The purpose of this paper is to highlight themes that have been identified as vital and important for research projects...
- Published
- 2020
3. Wastewater management by citizens: mismatch between legal rules and self-organisation in Oosterwold
- Author
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Lilian van Karnenbeek, Stan Majoor, Willem Salet, Urban Planning (AISSR, FMG), and Lectoraat Coördinatie Grootstedelijke Vraagstukken
- Subjects
Process management ,Service delivery framework ,self-organisation ,Geography, Planning and Development ,Landgebruiksplanning ,0211 other engineering and technologies ,02 engineering and technology ,010501 environmental sciences ,Management, Monitoring, Policy and Law ,01 natural sciences ,Self organisation ,Urban planning ,Landscape Architecture and Spatial Planning ,Land Use Planning ,legal rules ,wastewater management ,institutions ,0105 earth and related environmental sciences ,General Environmental Science ,Water Science and Technology ,Fluid Flow and Transfer Processes ,Service (business) ,experiment ,Landschapsarchitectuur en Ruimtelijke Planning ,021107 urban & regional planning ,urban development ,Business - Abstract
Self-organisation in environmental service delivery is increasingly being promoted as an alternative to centralised service delivery. This article argues that self-organised environmental service delivery must be understood in the context of legal rules, especially environmental legislation. The article’s aim is twofold: first, to understand the changing relationship between the government and citizens in self-organised service delivery, and second, to explore how self-organised environmental service delivery complies with environmental quality requirements stipulated in legislation. The empirical study focuses on wastewater management in Oosterwold, the largest Dutch urban development that experimented with self-organisation. The results show that while individual wastewater management was prioritised and implemented at scale, the applicable legal rules were not adequately considered and integrated. Consequently, the experiment led to a deterioration of water quality. The article concludes that the success or failure of self-organisation in delivering environmental services such as wastewater management critically hinges on ensuring compliance with environmental legislation.
- Published
- 2020
4. Effect of strain rate on self-organisation of adiabatic shear bands in steel
- Author
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Junliang Wang, Xiaolong Lian, and Yang Yang
- Subjects
010302 applied physics ,Materials science ,Mechanical Engineering ,Collapse (topology) ,02 engineering and technology ,Strain rate ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Adiabatic shear band ,Self organisation ,Mechanics of Materials ,0103 physical sciences ,General Materials Science ,Composite material ,0210 nano-technology - Abstract
The experiment was conducted by the radical collapse of thick-walled cylinders. Optical microscopic examination showed that sample (γ˙ = 7.3 × 104 s−1, eef = 0.45) failed to produce adiabat...
- Published
- 2020
5. Conditions for cognitive self-organisation implied by visual-word processing
- Author
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Pieter H. de Vries and Experimental Psychology
- Subjects
INFORMATION ,Process (engineering) ,DYNAMIC BINDING ,VARIABLE BINDING ,02 engineering and technology ,Self organisation ,Artificial Intelligence ,0202 electrical engineering, electronic engineering, information engineering ,Binding problem ,Visual word processing ,NEURAL-NETWORK ,LETTER PERCEPTION ,Artificial neural network ,SYNAPTIC STRENGTH ,MEMORY ,RECOGNITION ,Representation (systemics) ,020207 software engineering ,Cognition ,Human-Computer Interaction ,CELL ASSEMBLIES ,Order (business) ,INTERACTIVE ACTIVATION MODEL ,020201 artificial intelligence & image processing ,Psychology ,Software ,Cognitive psychology - Abstract
In order to find conditions for biologically plausible, cognitive self-organisation, an adequate representation of the final stage of this process is crucial. The implications of this assumption are analysed for the area of visual-word processing, in particular for position-specific top-down processes from a word – to a letter representation. These processes pose a problem to reviewed models of word reading and computational models in general. A solution in the form of a conceptual network is proposed. In this general model for cognitive brain processes, neural binding of identity and location and of identity and position play a fundamental role: temporary connections emerge during word recognition and are reactivated later, when a letter at given position has to be identified. It is shown how modules active in word recognition are “re-used” in letter identification. In simulations, the role of a critical threshold of cell-assemblies is shown and the selective propagation of activation loops at task-dependent time scales. Requirements for prospective studies on cognitive self-organisation and relations with new empirical work on visual-word processing are discussed.
- Published
- 2019
6. Coupled cycling programs multicellular self-organization of neural progenitors
- Author
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Neil Hunter, Ramin Mostofi Zadeh Farahani, and Saba Rezaei-Lotfi
- Subjects
0301 basic medicine ,Neurogenesis ,Morphogenesis ,Biology ,03 medical and health sciences ,0302 clinical medicine ,Neural Stem Cells ,Self organisation ,Synchronization (computer science) ,Animals ,Humans ,Progenitor cell ,Molecular Biology ,beta Catenin ,Neurons ,Self-organization ,Cell Biology ,Models, Theoretical ,Multicellular organism ,030104 developmental biology ,030220 oncology & carcinogenesis ,Neuroscience ,Research Paper ,Developmental Biology - Abstract
Self-organization is central to the morphogenesis of multicellular organisms. However, the molecular platform that coordinates the robust emergence of complex morphological patterns from local interactions between cells remains unresolved. Here we demonstrate that neural self- organization is driven by coupled cycling of progenitor cells. In a coupled cycling mode, intercellular contacts relay extrinsic cues to override the intrinsic cycling rhythm of an individual cell and synchronize the population. The stringency of coupling and hence the synchronicity of the population is programmed by recruitment of a key coupler, β-catenin, into junctional complexes. As such, multicellular self-organization is driven by the same basic mathematical principle that governs synchronized behavior of macro-scale biological systems as diverse as the synchronized chirping of crickets, flashing of fireflies and schooling of fish; that is synchronization by coupling. It is proposed that coupled cycling foreshadows a fundamental adaptive change that facilitated evolution and diversification of multicellular life forms.
- Published
- 2019
7. A complexity perspective on amateur translation networks
- Author
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Dang Li
- Subjects
Cognitive science ,050101 languages & linguistics ,Linguistics and Language ,Computer science ,media_common.quotation_subject ,05 social sciences ,Perspective (graphical) ,Complex system ,050301 education ,Online community ,Translation (geometry) ,Self organisation ,Translation studies ,0501 psychology and cognitive sciences ,Function (engineering) ,0503 education ,Amateur ,media_common - Abstract
Complexity theory is the study of complex systems composed of multiple interacting agents that function as a whole. A complexity-informed theory of social self-organisation is introduced and applie...
- Published
- 2019
8. Self-organisation in two dimensional system involving patchy and isotropic disks
- Author
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Ł. Baran, Stefan Sokołowski, Małgorzata Borówko, and Wojciech Rżysko
- Subjects
Materials science ,Morphology (linguistics) ,010304 chemical physics ,Isotropy ,Biophysics ,010402 general chemistry ,Condensed Matter Physics ,01 natural sciences ,0104 chemical sciences ,Molecular dynamics ,Self organisation ,Chemical physics ,Phase (matter) ,0103 physical sciences ,Anisotropic particles ,Physical and Theoretical Chemistry ,Molecular Biology ,Phase diagram - Abstract
We study the phase behaviour and morphology of systems involving mixtures of isotropic and anisotropic particles. The investigations are carried out using Molecular Dynamics technique. For this pur...
- Published
- 2018
9. Self-organisation of rhombitruncated cuboctahedral hexagonal columns from an amphiphilic Janus dendrimer
- Author
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Virgil Percec, Mihai Peterca, Qi Xiao, Xiangbing Zeng, and Ning Huang
- Subjects
Materials science ,010304 chemical physics ,Hexagonal crystal system ,Biophysics ,Supramolecular chemistry ,Frank Kasper phases ,010402 general chemistry ,Condensed Matter Physics ,01 natural sciences ,0104 chemical sciences ,Crystallography ,Self organisation ,Dendrimer ,0103 physical sciences ,Amphiphile ,Janus ,Physical and Theoretical Chemistry ,Molecular Biology - Abstract
Frank-Kasper phases are available in both hard and soft complex matter. They have been discovered in metal alloys and subsequently in self-organisations of supramolecular spheres from self-assembling dendrons, dendrimers and dendronized polymers. Recently, they were found in block copolymers, lipids, surfactants, giant surfactants, nanoparticles, DNA particles and even in condensed small molecules such as N2, O2, and CO. Here we report the discovery of an amphiphilic Janus dendrimer, that self-assembles in water into vesicles known as dendrimersomes, self-organised also in bulk state into helical columns and spheres forming columnar hexagonal and a Frank-Kasper A15 phase known as Pm3��n. These self-organisations display a supramolecular orientational memory (SOM) effect that is induced by an epitaxial nucleation at the transition from columns to spheres and during the reverse process. This SOM effect is mediated by the closed contact supramolecular spheres from the A15 phase. In this case a rhombitruncated cuboctahedral hexagonal columnar arrangement, that to the best of our knowledge is not known in biology or synthetic chemistry, was self-organised. We believe that the addition of amphiphilic Janus dendrimers to the classes of molecules displaying Frank-Kasper phases and the SOM effect will broaden our ability to discover additional complex soft condensed matter morphologies.
- Published
- 2021
10. An overview of current technologies and emerging trends in factory automation
- Author
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Carla Seatzu, Alexander Fay, Mariagrazia Dotoli, and Marek Miśkowicz
- Subjects
0209 industrial biotechnology ,Engineering ,semantic models ,Strategy and Management ,decentralised control ,self-organisation ,0211 other engineering and technologies ,02 engineering and technology ,Management Science and Operations Research ,Vertical integration ,Industrial and Manufacturing Engineering ,vertical integration ,020901 industrial engineering & automation ,distributed control ,autonomous systems ,Self organisation ,smart sensors and actuators ,Factory automation, manufacturing systems, vertical integration, distributed control, decentralised control, smart sensors and actuators, networked control systems, wireless sensor networks, autonomous systems, self-organisation, advanced sensing, semantic models, engineering methods ,manufacturing systems ,networked control systems ,wireless sensor networks ,021103 operations research ,business.industry ,Manufacturing systems ,advanced sensing ,Automation ,Factory automation ,Systems engineering ,engineering methods ,Current (fluid) ,business ,Wireless sensor network - Abstract
In this paper we provide an overview of recent theoretical approaches and technologies that respond to the fundamental challenges of modern factory automation. We classify these major methods and t...
- Published
- 2018
11. Directing chemotaxis-based spatial self-organisation via biased, random initial conditions
- Author
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David E. Breen, Linge Bai, Andrew McDonald, and Sean Grimes
- Subjects
Computer Networks and Communications ,Computer science ,Process (computing) ,Genetic programming ,Chemotaxis ,0102 computer and information sciences ,02 engineering and technology ,Shape formation ,01 natural sciences ,Self organisation ,010201 computation theory & mathematics ,Order (business) ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Biological system ,Software - Abstract
Inspired by the chemotaxis interaction of living cells, we have developed an agent-based approach for self-organising shape formation. Since all our simulations begin with a different uniform random configuration and our agents move stochastically, it has been observed that the self-organisation process may form two or more stable final configurations. These differing configurations may be characterised via statistical moments of the agents' locations. In order to direct the agents to robustly form one specific configuration, we generate biased initial conditions whose statistical moments are related to moments of the desired configuration. With this approach, we are able to successfully direct the aggregating swarms to produce a desired macroscopic shape, starting from randomised initial conditions with controlled statistical properties.
- Published
- 2018
12. Learning and adaptation: neural and behavioural mechanisms behind behaviour change
- Author
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Robert Lowe and Yulia Sandamirskaya
- Subjects
0209 industrial biotechnology ,Behaviour change ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Cognition ,02 engineering and technology ,Human-Computer Interaction ,Multimodal learning ,020901 industrial engineering & automation ,Self organisation ,Artificial Intelligence ,0202 electrical engineering, electronic engineering, information engineering ,Pupillary response ,Robot ,020201 artificial intelligence & image processing ,Adaptation (computer science) ,Psychology ,Software ,Natural language ,Cognitive psychology - Abstract
This special issue presents perspectives on learning and adaptation as they apply to a number of cognitive phenomena including pupil dilation in humans and attention in robots, natural language acq...
- Published
- 2018
13. Self-organisation and Development: A Comparative Approach to Post-communist Transformations from the Perspective of Social Systems Theory
- Author
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Tea Golob and Matej Makarovič
- Subjects
Economics and Econometrics ,History ,Sociology and Political Science ,Comparative method ,Post communist ,05 social sciences ,Geography, Planning and Development ,Perspective (graphical) ,0506 political science ,Epistemology ,Systems theory ,Self organisation ,0502 economics and business ,050602 political science & public administration ,Sociology ,050207 economics - Abstract
The article addresses post-communist transformations in Central and Eastern Europe through the conceptual apparatus of Luhmann’s social systems theory, which sees increasing functional differentiat...
- Published
- 2017
14. External validity and factor structure of individual and group workload ratings
- Author
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David E. Marra and Stephen J. Guastello
- Subjects
05 social sciences ,Applied psychology ,Human Factors and Ergonomics ,Workload ,Group dynamic ,Factor structure ,050105 experimental psychology ,Task (project management) ,External validity ,Emergency response ,Self organisation ,Rating scale ,0501 psychology and cognitive sciences ,Operations management ,Psychology ,050107 human factors - Abstract
Work teams experience workload from the group dynamics in addition to the usual sources of individual workload. This study had three objectives: to assess the responsiveness of new rating scales for group workload (GWL), investigate their component structure, and determine if changes in workload occur as the team matures. Participants (360 individuals, 44 groups) engaged in an emergency response (ER) simulation in the form of a board game; team size, game difficulty (one versus two opponents), and time constraints were varied. ER teams rated workload after each of two sessions using the NASA Task Load Index (TLX) and GWL. GWL was most responsive to larger task demands and reflected changes in coordination demand over time. Components reflected mixtures of TLX and GWL scales and suggested that self-organising processes were operating.
- Published
- 2017
15. A review of self-organising 2,5- and 2,4-disubstituted 1,3-thiazole-containing materials: synthesis, mechanisms and tactics
- Author
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Alexander J. Seed and Paul Sampson
- Subjects
Materials science ,Scope (project management) ,010405 organic chemistry ,Nanotechnology ,02 engineering and technology ,General Chemistry ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,Ring (chemistry) ,01 natural sciences ,Thermotropic crystal ,0104 chemical sciences ,chemistry.chemical_compound ,Self organisation ,chemistry ,Organic chemistry ,General Materials Science ,Liquid Crystalline Materials ,0210 nano-technology ,Thiazole - Abstract
2,5- and 2,4-disubstituted 1,3-thiazoles have been incorporated as core units in thermotropic liquid crystalline materials. However, synthetic approaches to these systems have been somewhat limited, and this is reflected in the relatively few reports of these mesogenic systems. This paper highlights both recent and well-established synthetic approaches to these systems using ring closure (Gabriel- and Hantzsch-type approaches) methodology and modifications of an intact 1,3-thiazole ring. The scope and limitations of each of these approaches are discussed.
- Published
- 2017
16. Fisheries issue in the Central Arctic Ocean and its future governance
- Author
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Pan Min
- Subjects
0106 biological sciences ,Fisheries science ,business.industry ,010604 marine biology & hydrobiology ,General Arts and Humanities ,Corporate governance ,Environmental resource management ,Lead (sea ice) ,General Social Sciences ,Global commons ,04 agricultural and veterinary sciences ,01 natural sciences ,Common-pool resource ,Oceanography ,Geography ,Self organisation ,Arctic ,Humanity ,040102 fisheries ,0401 agriculture, forestry, and fisheries ,business - Abstract
The Central Arctic Ocean (CAO) is a global commons and fishes in the CAO are common property resources. If humanity does not manage this region well, it will lead to a “tragedy of the commons.” How...
- Published
- 2017
17. Self-organisation of di(perfluorohexyl)hexane in Langmuir and LB films
- Author
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Krzysztof Zborowski, Anna Chachaj-Brekiesz, Joanna Zemła, Patrycja Dynarowicz-Łątka, and Katarzyna Makyła-Juzak
- Subjects
Langmuir ,Atomic force microscopy ,Chemistry ,Biophysics ,02 engineering and technology ,010402 general chemistry ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,Surface pressure ,01 natural sciences ,0104 chemical sciences ,Hexane ,Crystallography ,chemistry.chemical_compound ,Self organisation ,Brewster angle microscope ,Free water ,Polar ,Physical and Theoretical Chemistry ,0210 nano-technology ,Molecular Biology - Abstract
Symmetrical triblock semifluorinated n-alkane, di(perfluorohexyl)hexane of the formula F(CF2)6(CH2)6(CF2)6F (abbreviated F6H6F6), has been synthesised and investigated at the air/water interface. Our results show for the first time that this unusual film-forming material, completely hydrophobic in nature and possessing no polar group, is capable of stable film formation at the free water surface. The surface pressure–area isotherm of the studied compound exhibited two regions: corresponding to monotonous pressure rise, followed by a pseudo-plateau region. Visualisation of film structure with Brewster angle microscope (BAM) proved the formation of domains within the pseudo-plateau region. A closer insight into the structure of these domains with atomic force microscope (AFM) proved their ordered, circular shape. The average area of F6H6F6 domain was found to depend on surface pressure value, as it is 4.98 ± 1.75 μm2 at π = 1.2 mN/m to 16.54 ± 0.31 μm2 at π = 1.7 mN/m. Following performed quantum-ch...
- Published
- 2016
18. Planetary mobilities: movement, memory and emergence in the body of the Earth
- Author
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Bronislaw Szerszynski
- Subjects
010504 meteorology & atmospheric sciences ,Sociology and Political Science ,Mobilities ,Movement (music) ,05 social sciences ,Geography, Planning and Development ,0507 social and economic geography ,01 natural sciences ,Motion (physics) ,Astrobiology ,Earth system science ,Self organisation ,Planet ,Earth (chemistry) ,050703 geography ,Simulation ,0105 earth and related environmental sciences ,Demography - Abstract
In this paper, I present a unified framework for understanding abiotic, biotic and technological mobilities as achievements of a far-from-equilibrium planet self-organising over geological time, and generating informationally rich forms of matter and motion. I discuss how flows of energy through the Earth support the emergence of different kinds of movement in spatially distinct ‘mobility regions’ and scale-related ‘mobility situations’. I also discuss how technological mobilities exhibit forms of ‘gratuity’, a relative uncoupling of different aspects of motion, which have arisen repeatedly in the Earth’s past, and may presage the emergence of radically new forms of planetary mobility.
- Published
- 2016
19. From peacebuilding to sustaining peace: Implications of complexity for resilience and sustainability
- Author
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Cedric De Coning
- Subjects
021110 strategic, defence & security studies ,business.industry ,Process (engineering) ,media_common.quotation_subject ,Field (Bourdieu) ,05 social sciences ,Peacebuilding ,Environmental resource management ,0211 other engineering and technologies ,02 engineering and technology ,Self organisation ,Political economy ,Political science ,0502 economics and business ,Sustainability ,General Earth and Planetary Sciences ,Psychological resilience ,Social institution ,business ,050203 business & management ,General Environmental Science ,media_common - Abstract
This article applies complexity theory to the peacebuilding field and finds that for a peace process to become self-sustainable, resilient social institutions need to emerge from within, i.e. infor...
- Published
- 2016
20. The self-organising of youth volunteers during theRenaoil spill in New Zealand
- Author
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Sarah Lockwood, C. Kay Weaver, Mary Simpson, and Debashish Munshi
- Subjects
Ecology ,business.industry ,Self ,media_common.quotation_subject ,05 social sciences ,Flexibility (personality) ,Resistance (psychoanalysis) ,Aquatic Science ,Public relations ,Creativity ,0506 political science ,Self organisation ,0502 economics and business ,Oil spill ,050602 political science & public administration ,Research questions ,Sociology ,business ,050203 business & management ,Ecology, Evolution, Behavior and Systematics ,Water Science and Technology ,Crisis communication ,media_common - Abstract
This study explores the communication and organising of youth volunteers during a crisis, focusing on how they conceived, framed, and executed self-organising efforts during the 2011 Rena oil spill in New Zealand. It offers insights into the intersections of self-organising, youth volunteering and crisis events which have not been researched before. The study addresses two core research questions: 1. how was ‘volunteering’ conceptualised by youth volunteers involved in the Rena crisis; and 2. how did these volunteers communicate and self-organise during this crisis? The findings indicate that self-organising emerged out of a resistance towards structured responses and as a reaction to the inability of the official volunteer response to meet the needs of the community. Self-organised efforts were particularly attractive among youth volunteers because they offered flexibility, required minimal administrative processes, and fostered an environment of innovation and creativity. The volunteers’ youthfu...
- Published
- 2016
21. Is subsidiarity a conditio sine qua non for sustainability?
- Author
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Benjamen Gussen
- Subjects
Self organisation ,Sine qua non ,Political science ,Political Science and International Relations ,Development economics ,Subsidiarity ,Sustainability ,Environmental ethics ,Global governance ,Sketch - Abstract
This paper argues that subsidiarity is a condicio sine qua non for sustainability. Through the complexity paradigm, the paper provides a historical reconstruction of both concepts to the end of elucidating their interdependence. The main thesis is that subsidiarity to sustainability is what self-organisation is to emergence. The paper ends with a sketch of future global governance structures based on a subsidiarity where cities take the lead on sustainability.
- Published
- 2015
22. Young adults with intellectual disabilities in Sweden: power, self-determination, and self-organisation in everyday life
- Author
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Ove Mallander
- Subjects
business.industry ,media_common.quotation_subject ,Rehabilitation ,Public relations ,medicine.disease ,Developmental psychology ,Power (social and political) ,Self-determination ,Developmental Neuroscience ,Neurology ,Self organisation ,Service (economics) ,Intellectual disability ,medicine ,Neurology (clinical) ,Sociology ,Young adult ,business ,Everyday life ,media_common - Abstract
Sweden has been one of the countries at the forefront of policymaking for people with intellectual disabilities worldwide. Culminating in the 1994 Swedish LSS Act (Act Concerning Support and Service for Persons with Certain Functional Impairments), the aim of Swedish policy has been to ensure good living conditions and self-determination for people with intellectual disabilities. The primary purpose of this article was to explore Swedish research on the implementation of disability policies, and the extent to which the control that people with intellectual disabilities have over their everyday lives has changed as a result of these forward-looking policies. Swedish research that focuses on self-determination and was published within the last two decades was reviewed. Findings of the study have been drawn from 11 dissertations and 5 articles. As far as the author is aware, this is the first time these findings have been made available to a non-Swedish-speaking audience. Research reviewed included o...
- Published
- 2015
23. Self-organising disturbance attenuation for synchronised agents with individual dynamics
- Author
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Jan Lunze
- Subjects
Engineering ,Disturbance (geology) ,business.industry ,Attenuation ,Control engineering ,Networked control system ,Telecommunications network ,Computer Science Applications ,Self organisation ,Hardware_GENERAL ,Control and Systems Engineering ,Control theory ,Robot ,Single agent ,business - Abstract
This paper proposes a self-organising networked controller for disturbance attenuation in multi-agent systems. A disturbance affecting a single agent has some effect on all neighbouring agents through the communication network. To avoid large disturbance effects, the proposed self-organising controller switches off the communication whenever the effect of the disturbance on the corresponding agent exceeds a given bound. As a consequence, the structure of the networked controller is adjusted to the current disturbance. It is proved that the proposed controller bounds the effect of any disturbance on all undisturbed agents. The results are illustrated by their application to a robot formation problem.
- Published
- 2014
24. Towards a Plural and Polycentric World of Self-Organising Actors—Elinor Ostrom's Research Programme
- Author
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Michael Brie
- Subjects
Private good ,Empirical research ,Pluralism (political theory) ,Self organisation ,Polycentricity ,Sociology ,Social science ,Positive economics ,Commons ,Plural - Abstract
The paper analyses the work of Elinor Ostrom along four major lines: the new concepts (1) of the pluralism of goods overcoming the dichotomy of public vs. private goods, (2) of the plurality of institutions in difference to the dichotomy of state vs. markets, (3) of bounded rational human agency combining self-related and other-related motivations in difference to the assumption of omniscient rational egoists, and (4) the vision of polycentric orders. These are cornerstones in the development of a different social science combining strong theory with broad and in-depth empirical research. Limitations within Ostrom's approach are discussed that could stand in the way of expanding her approach into an encompassing paradigm for a heterodoxical social science that could spur a social and ecological transformation of modern societies.
- Published
- 2014
25. Colloidal particles at chiral liquid crystal interfaces
- Author
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Juho S. Lintuvuori, Anne C. Pawsey, University of Edinburgh, and Lintuvuori, Juho
- Subjects
endocrine system ,Range (particle radiation) ,Materials science ,Micro particles ,digestive, oral, and skin physiology ,Isotropy ,Condensed Matter Physics ,complex mixtures ,[PHYS.COND.CM-SCM] Physics [physics]/Condensed Matter [cond-mat]/Soft Condensed Matter [cond-mat.soft] ,Inorganic Chemistry ,Colloid ,Self organisation ,Liquid crystal ,Chemical physics ,Colloidal particle ,Materials Chemistry ,[PHYS.COND.CM-SCM]Physics [physics]/Condensed Matter [cond-mat]/Soft Condensed Matter [cond-mat.soft] ,ComputingMilieux_MISCELLANEOUS - Abstract
Colloidal particles trapped at an interface between two fluids can form a wide range of different structures. Replacing one of the fluid with a liquid crystal (LC) increases the complexity of interactions and results in a greater range of possible structures. New behaviour emerges when colloidal particles interact with defects in the LC phases. Here, we discuss the templating of colloids at a cholesteric isotropic interface.
- Published
- 2014
26. Representations of Precarity in Italy
- Author
-
Annalisa Murgia
- Subjects
Cultural Studies ,Precarity ,Self organisation ,Phenomenon ,Identity (social science) ,Gender studies ,Sociology ,Social science ,Social constructionism ,The Imaginary ,Social movement ,Cultural phenomenon - Abstract
This contribution is focused on collective and individual stories of precarity in Italy. At the present time, when work and the imaginaries socially constructed around it are more and more individualised and fragmented, imaginaries and collective references – whether they be social movements, trade unions or professional groups – have given way to ever more particularistic and singular experiences, which hinder the construction of a coherent identity for workers. In this scenario the question to be asked is then: how is it possible to elaborate a new collective imaginary of precarity and reclaim new rights? After a focus on the phenomenon of precarity in Italy, this contribution move to consider the activities of the network of San Precario, a cultural phenomenon that managed to develop new kinds of social claims based on bottom-up and horizontal practices. It is then discussed that the current return to an almost exclusively individual approach to the question of precarity, which forces subjects to bear ...
- Published
- 2013
27. Language planning and complexity: a conversation
- Author
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S. John Hogan and Gabrielle S Hogan-Brun
- Subjects
Micro level ,Linguistics and Language ,media_common.quotation_subject ,Subject (documents) ,Language and Linguistics ,Linguistics ,Education ,Self organisation ,Language planning ,Dynamics (music) ,Macro level ,Conversation ,Linkage (linguistics) ,Sociology ,media_common - Abstract
Language planning and complexity is the subject of this volume's collection of papers. But is such a linkage desirable or even possible? The Editor of this thematic issue recently held a conversation with the Director of the Bristol Centre for Complexity Sciences to discuss this and other questions. A record of their exchange is given below.
- Published
- 2013
28. Emergent self-organisation in emergencies: resilience rationales in interconnected societies
- Author
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Mareile Kaufmann
- Subjects
Knowledge management ,Process (engineering) ,business.industry ,Vantage point ,Corporate governance ,media_common.quotation_subject ,Environmental ethics ,Power (social and political) ,Self organisation ,Political science ,General Earth and Planetary Sciences ,Quality (business) ,Resilience (network) ,business ,Adaptation (computer science) ,General Environmental Science ,media_common - Abstract
Connectivity seems to have become an essential quality of modern societies. Following this understanding of being woven together, this article explores and describes complexity as the epistemological vantage point for the rise of emergency and resilience within discourses of security. It describes how seemingly contradictory logics of ‘governance’ and ‘self-organisation’, of ‘retaining’ and ‘developing with change’ converge in the concept of resilience and critically discusses the different forms of power they instantiate. It analyses how the understanding of security as ‘absence of danger‘ is recast by resilience as a continuous ‘process of adaptation’.
- Published
- 2013
29. Reactive manufacturing control using the ant colony approach
- Author
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Gert Zülch and Patricia Stock
- Subjects
Engineering ,Self organisation ,business.industry ,Strategy and Management ,Control (management) ,Context (language use) ,Management Science and Operations Research ,Ant colony ,business ,Manufacturing systems ,Industrial and Manufacturing Engineering ,Manufacturing engineering - Abstract
As a reaction to the volatile market demands with regards to the number and variants of products offered, ever more complex procedures for manufacturing control are being developed. Most recently, self-organising procedures, which often mimic the behaviour of natural systems, have arisen. The method of ant colony optimisation (ACO), which was inspired by ants, can provide the necessary fundamentals in order to realise self-organising manufacturing control. In this context, the ifab-Institute has developed the AntControl tool for self-organising manufacturing control based on ACO. In order to investigate the potential of ACO, several concepts have been developed and integrated into the existing OSim simulation tool to create the new OSim-Ant tool. An exemplary simulation study within a manufacturing system has been carried out to evaluate the behaviour of AntControl. This paper presents this tool as well as the results of the simulation study.
- Published
- 2012
30. Boundary Interaction in Emerging Scenes: Two Participatory Planning Cases from Finland
- Author
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Helena Leino
- Subjects
Participatory planning ,Management science ,business.industry ,Geography, Planning and Development ,Citizen journalism ,Public relations ,Boundary (real estate) ,Participatory GIS ,Self organisation ,Argument ,Urban planning ,Public participation ,Sociology ,business - Abstract
This article examines the self-organising features of participatory planning. The argument is that the complexity and non-linearity of present-day participatory practices unavoidably transgresses the formal linear idea of public interaction in planning processes. To study this development, the article approaches public participation as boundary interaction (Wenger, 2003). The approach is applied to two cases of participatory planning in Finland. Further, the article analyses the possibilities self-organising initiatives offer for developing cooperative practices in urban planning.
- Published
- 2012
31. An understanding of negative reflective functioning, the image and the art psychotherapeutic group
- Author
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Demetrea Michaelides
- Subjects
Clinical Psychology ,Psychotherapist ,Self organisation ,Group (mathematics) ,Art therapy ,Schizophrenia (object-oriented programming) ,Rehabilitation ,Psychology of self ,Session (computer science) ,Psychology ,Functioning level - Abstract
This paper will look at a client diagnosed with schizophrenia functioning at a negative reflective functioning (RF) level. Schaverien depicts a model of successive stages in the life of the picture. For some clients whose inner worlds are very fragmented the stage of ‘familiarisation’, the ‘immanent articulation’ may be the limits of their therapy. I propose that with the help of the group and its reflective functioning process, a client working at a negative reflective functioning level can be assisted in moving past the stage of ‘familiarisation’. I will consider how the art psychotherapy group may work as a way of exploring the mind. Furthermore, I suggest that such a client who has moved past the stage of ‘familiarisation’ can further progress into subsequent stages. I will present clinical vignettes of three art psychotherapy group sessions to illustrate this process. These groups will cover the first session, the fourth session and the thirty-second art psychotherapy session.
- Published
- 2012
32. Swarming behaviour in elite race bunch cycling: a case study
- Author
-
Paul Worsfold, Chris White, Mark Waldron, and Stafford Murray
- Subjects
Race (biology) ,Self organisation ,Dynamical systems theory ,Control theory ,Elite ,Physical Therapy, Sports Therapy and Rehabilitation ,Orthopedics and Sports Medicine ,Sociology ,CONTEST ,Cycling ,Social psychology ,Swarming (military) - Abstract
The current study undertook a dynamical systems analysis of race bunch cycling, considering the ‘sports contest’ as a dynamical, self organising system (McGarry et al., 2002). Data from one interna...
- Published
- 2011
33. Support-vector-based emergent self-organising approach for emotional understanding
- Author
-
Yok-Yen Nguwi and Siu-Yeung Cho
- Subjects
business.industry ,Computer science ,Cultural variation ,media_common.quotation_subject ,Machine learning ,computer.software_genre ,Human-Computer Interaction ,Support vector machine ,Connectionism ,Discriminative model ,Self organisation ,Artificial Intelligence ,Profiling (information science) ,Personality ,Computational analysis ,Artificial intelligence ,business ,computer ,Software ,media_common ,Cognitive psychology - Abstract
This study discusses the computational analysis of general emotion understanding from questionnaires methodology. The questionnaires method approaches the subject by investigating the real experience that accompanied the emotions, whereas the other laboratory approaches are generally associated with exaggerated elements. We adopted a connectionist model called support-vector-based emergent self-organising map (SVESOM) to analyse the emotion profiling from the questionnaires method. The SVESOM first identifies the important variables by giving discriminative features with high ranking. The classifier then performs the classification based on the selected features. Experimental results show that the top rank features are in line with the work of Scherer and Wallbott [(1994), 'Evidence for Universality and Cultural Variation of Differential Emotion Response Patterning', Journal of Personality and Social Psychology, 66, 310-328], which approached the emotions physiologically. While the performance measures show that using the full features for classifications can degrade the performance, the selected features provide superior results in terms of accuracy and generalisation.
- Published
- 2010
34. Peter Townsend, disability, Fabianism and self‐organisation – an enduring difficulty. An obituary
- Author
-
Peter Beresford
- Subjects
Health (social science) ,Psychoanalysis ,Self organisation ,General Health Professions ,General Social Sciences ,Townsend ,Mainstream ,Obituary ,Psychology ,Demography - Abstract
The death in June 2009 of the British sociologist Peter Townsend prompted a powerful outpouring of support for him and his public contribution, in both mainstream media obituaries and subsequent co...
- Published
- 2010
35. Self-organisation and emergence in artificial life: concepts and illustrations
- Author
-
Yupanqui Julho Muñoz and Leandro Nunes de Castro
- Subjects
Operations research ,Computer science ,Management science ,media_common.quotation_subject ,Field (Bourdieu) ,Context (language use) ,Theoretical Computer Science ,Presentation ,Self organisation ,Artificial Intelligence ,Artificial life ,Natural (music) ,Software ,media_common - Abstract
This article provides an illustrated review of artificial life as a synthetic approach to the study of behaviours, systems and organisms. The article starts with a discussion about the methodological advantages of using bottom-up, instead of top–down, approaches for the computational synthesis of natural behaviours. As an outcome of bottom-up modelling, the resulting behaviours synthesised are characterised by two fundamental properties: self-organisation and emergence. The presentation focuses on conceptualising and illustrating self-organisation and emergence in the context of artificial life for the synthesis of behaviours. Two well-known ALife projects are used to promote a discussion of some implications and contributions of ALife, namely, the simulation of collective behaviours of bird flocks; and the construction of nests by wasps. The article is concluded with a discussion of the main current trends and open problems in the field.
- Published
- 2009
36. Ross Ashby's general theory of adaptive systems
- Author
-
Stuart A. Umpleby
- Subjects
Cognitive science ,Philosophy of science ,Computer science ,Computer Science Applications ,Theoretical Computer Science ,Epistemology ,General theory ,Self organisation ,Control and Systems Engineering ,Modeling and Simulation ,Adaptive system ,Cybernetics ,Academic community ,Information Systems - Abstract
In the 1950s and 1960s Ross Ashby created a general theory of adaptive systems. His work is well known among cyberneticians and systems scientists, but not in other fields. This is somewhat surprising, because his theories are more general versions of the theories in many fields. The philosophy of science claims that more general theories are preferred because a small number of propositions can explain many phenomena. Why, then, are Ashby's theories not widely known and praised? Do scientists really strive for more general, parsimonious theories? This paper reviews the content of Ashby's theories, discusses what they reveal about how scientists work, and suggests what their role might be in the academic community in the future.
- Published
- 2009
37. ARTIFICIAL NEURAL NETWORKS AND FUZZY APPROACHES IN REMOTELY SENSED DATA ANALYSIS
- Author
-
K. Gopal Rao
- Subjects
Fluid Flow and Transfer Processes ,Environmental Engineering ,Automated learning ,Artificial neural network ,business.industry ,Computer science ,Statistical model ,Machine learning ,computer.software_genre ,Fuzzy logic ,Layered structure ,Self organisation ,Parallel processing (DSP implementation) ,Artificial intelligence ,business ,computer ,Water Science and Technology ,Civil and Structural Engineering - Abstract
Artificial Neural Networks (ANN) have proved to be a great success in their applications in every branch of civil engineering. Specifically in hydrology and Remotely Sensed Data Analysis (RSDA) the applications have been numerous and offered far superior results than the traditional statistical models and methods. But, most of the applications so far, be it in hydrology or RSDA, ANNs have been limited to commonly three (or four) layered structure, with log-sigmoid (or hyper-tangent) activation functions and back-propagation learning algorithm. Recently it is being felt that there is a need to go beyond these limited capabilities and find more complex structures, better training algorithms, improved parallel processing, automated learning, self organisation, etc. to truly realise the full potential of neural networks that are still very far from their expectation i.e., the biological counterparts. While ANNs are expected to utilize the power of brain like functioning, fuzzy approaches are expected...
- Published
- 2009
38. The robot in the mirror
- Author
-
Michael Spranger, Luc Steels, Sony Computer Science Laboratory in Paris, European Commission, and Artificial Intelligence
- Subjects
Self-organization ,language games ,Computer science ,media_common.quotation_subject ,Context (language use) ,02 engineering and technology ,Lexicon ,03 medical and health sciences ,0302 clinical medicine ,Artificial Intelligence ,Human–computer interaction ,Perception ,Situated ,0202 electrical engineering, electronic engineering, information engineering ,media_common ,business.industry ,self organisation ,Lexicon acquisition ,Human-Computer Interaction ,Body image ,Action (philosophy) ,Embodied cognition ,Embodied language games ,Robot ,020201 artificial intelligence & image processing ,Artificial intelligence ,business ,030217 neurology & neurosurgery ,Software ,Humanoid robot - Abstract
Humans maintain a body image of themselves, which plays a central role in controlling bodily movement, planning action, recognising and naming actions performed by others, and requesting or executing commands. This paper explores through experiments with autonomous humanoid robots how such a body image could form. Robots play a situated embodied language game called the Action Game in which they ask each other to perform bodily actions. They start without any prior inventory of names, without categories for visually recognising body movements of others, and without knowing the relation between visual images of motor behaviours carried out by others and their own motor behaviours. Through diagnostic and repair strategies carried out within the context of action games, they progressively self-organise an effective lexicon as well as bi-directional mappings between the visual and the motor domain. The agents thus establish and continuously adapt networks linking perception, body representation, action and language., This research was carried out at the Sony Computer Science Laboratory in Paris with partial support from the ECAgents project, funded by the EU Future and Emerging Technologies programme (IST-FET) as IST-1940, and theALEAR project, funded by the EU Cognitive Systems programme.
- Published
- 2008
39. Sustainable technologies for innovative materials
- Author
-
R. J. Koopmans
- Subjects
Sustainable development ,Engineering ,Sustainable materials ,Polymers and Plastics ,business.industry ,Process (engineering) ,Emerging technologies ,General Chemical Engineering ,Natural polymers ,Nanotechnology ,Environmental economics ,Sustainable society ,Self organisation ,Sustainability ,Materials Chemistry ,Ceramics and Composites ,Composite material ,business - Abstract
The chemical industry is in the process of reinventing itself to ensure its sustainability. In a global economy, the challenges are huge for balancing environmental, economic and societal aspirations that either maintain or enhance the quality of life in an affordable manner. Although today no single path exists towards sustainable materials, there are a number of emerging technologies that have the potential to contribute to the drivers of twenty-first century society. Exploring the small world of atoms and molecules has provided nanotechnology and biotechnology. Nanobiotechnology has revealed a number of opportunities and insights with the potential of rejuvenating the chemical industry. It provides 'chemistry' with a 'new face' and purpose. The more effective use of biomass and the application of molecular self-organisation principles illustrate the new directions science and technology is moving into, and contributing to a sustainable society.
- Published
- 2008
40. Detecting self-organised behavioural patterns in workplace settings: Towards a lay epistemic theory
- Author
-
Pamela Buckle Henning
- Subjects
Self organisation ,Work (electrical) ,Organisational transformation ,Business, Management and Accounting (miscellaneous) ,Foundation (evidence) ,Sociology ,Social Sciences (miscellaneous) ,Epistemology - Abstract
Several theorists have called for people who work in organisations to become more proficient at discerning the subtle, self-organised patterns that emerge in their organisations. Such theorists argue that the capacity to detect such patterns can enable managers to understand what drives organisational behaviour, and what stands in the way of organisational transformation. This paper presents findings of a study on how some organisational practitioners detect and understand self-organised behavioural patterns that emerge in the workplace. It seeks, therefore, to integrate processes used by successful practitioners with a theoretical foundation grounded in systems and organisational research.
- Published
- 2007
41. Navigational support in lifelong learning: Enhancing effectiveness through indirect social navigation
- Author
-
Hans G. K. Hummel, Bert Van den Berg, Colin Tattersall, Rob Koper, José Janssen, and RS-Research Program CELSTEC/OTEC (CO)
- Subjects
Lifelong learning ,Knowledge management ,Learning Networks ,Multimedia ,business.industry ,Collaborative filtering ,Social navigation ,Self-organisation ,computer.software_genre ,Indirect social navigation ,Computer Science Applications ,Education ,Self organisation ,Curriculum development ,Psychology ,business ,Data mining ,Decision tree induction ,Competence (human resources) ,Adult Learning ,computer - Abstract
Please, cite this publication as: Janssen, J., Tattersall, T., van den Berg, B., & Koper, R. (2006). Navigational support in lifelong learning: enhancing effectiveness through indirect social navigation. Proceedings of International Workshop in Learning Networks for Lifelong Competence Development, TENCompetence Conference. March 30th-31st, Sofia, Bulgaria: TENCompetence. Retrieved June 30th, 2006, from http://dspace.learningnetworks.org
- Published
- 2007
42. Self-organisation processes in living matter
- Author
-
Eric Karsenti
- Subjects
Theoretical physics ,Property (philosophy) ,History and Philosophy of Science ,General theory ,Self organisation ,Thermodynamic equilibrium ,Chemistry (relationship) ,Social Sciences (miscellaneous) ,Epistemology ,Living matter - Abstract
Apart from the theory of evolution, there is no general theory of life. In addition to its special chemistry involving molecules carrying information, living matter has the property of being built of self-organising systems far from thermodynamic equilibrium. Although this may seem obvious, the implications of this fact for our understanding of life are far from familiar. In this review, I attempt to explain how the concept of self-organisation can change our view of living matter. I discuss more specifically some recent progress made in the understanding of how reaction diffusion and collective molecular behaviours are, in large part, responsible for the generation of cellular and subcellular dynamic patterns characteristic of living matter.
- Published
- 2007
43. Self-organising Modelling as a Part of Simulation Process
- Author
-
Johann-Adolf Müller
- Subjects
Process (engineering) ,business.industry ,Computer science ,Applied Mathematics ,Explicit model ,Machine learning ,computer.software_genre ,Development (topology) ,Self organisation ,Modeling and Simulation ,Artificial intelligence ,business ,computer ,Noisy data - Abstract
At present GMDH algorithms give us an explicit model description (equations, rules, patterns) of complex ill-defined systems in the case of very short and noisy data samples. Therefore this is a necessary supplement to simulation methodology. Self-organising modelling and in special the GMDH approach is suitable and valuable as a part of the whole simulation process, which is demonstrated in macroeconomic simulation. More than this the paper will give an overview about the sources of traditional GMDH and about further development of self-organising modelling which is implemented in "KnowledgeMiner".
- Published
- 2003
44. Self-Organising Data Mining
- Author
-
J.-A. Müller and Frank Lemke
- Subjects
Computer science ,business.industry ,Process (engineering) ,Applied Mathematics ,Dimensionality reduction ,Complex system ,computer.software_genre ,System of linear equations ,Machine learning ,Self organisation ,Knowledge extraction ,Modeling and Simulation ,Data mining ,Artificial intelligence ,Network synthesis filters ,business ,computer - Abstract
In the article is described the possibility to automate by means of application of self-organisation and other principles more or less the whole data mining process, what we have named self-organising data mining. There are different GMDH-based modelling algorithms implemented - dimensionality reduction, missing value elimination, active neurons, enhanced network synthesis and creation of systems of equations, validation, combining of alternative models - to make knowledge extraction objective, fast and easy-to-use even for large and complex systems.
- Published
- 2003
45. Simulation of a multi-dimensional pattern classifier
- Author
-
David J. Evans, David Al-Dabass, and A. Cheetham
- Subjects
Network algorithms ,Artificial neural network ,Time delay neural network ,business.industry ,Computer science ,Applied Mathematics ,Self adaptive ,computer.software_genre ,Computer Science Applications ,Network simulation ,Computational Theory and Mathematics ,Self organisation ,Multi dimensional ,Artificial intelligence ,Data mining ,business ,computer ,Classifier (UML) - Abstract
Current techniques for multi-dimensional pattern recognition are examined with particular emphasis on the use of artificial neural networks (ANN's). A solution in the form of a Self-Organising and Self-Adaptive (SOSA) network algorithm is devised and simulated to offer a new architecture and training methodology. This network greatly reduces training times while preserving the relationships among input elements. Furthermore, the SOSA network offers the advantage of becoming simplified as training progresses. The implications of the unique properties of the SOSA network are presented. To verify the quality of the proposed SOSA network, simulation results are obtained and presented. The SOSA network is applied to a 3–dimensionai surface recognition problem
- Published
- 1999
46. Emergent componential coding of a handwritten image database by neural self-organisation
- Author
-
Chris J. S. Webber
- Subjects
business.industry ,Computer science ,Homogeneity (statistics) ,Neuroscience (miscellaneous) ,Markov process ,Pattern recognition ,Real image ,symbols.namesake ,Wavelet ,Self organisation ,Handwriting ,Image database ,symbols ,Artificial intelligence ,business ,Coding (social sciences) - Abstract
This paper demonstrates the unsupervised discovery of localised components in real image data, using images of much larger size than the small fragments from which components have previously been extracted. The handwriting images used are also much more homogeneous than the random natural scenes used in earlier demonstrations, containing components of a specific size-scale and structure. Because of this homogeneity, the components found are not wavelets covering a range of size scales: instead, they correspond to line- and curve-segments made by the pen. The objective function that is optimised here encodes and reconstructs the data via a Markov process, and is also related to density modelling techniques. Several earlier theoretical and experimental results can also be attributed to the form of neuron used here, including the extraction of words from continuous speech and the discovery of unknown transformation invariances via the controlled breaking of dynamical symmetry.
- Published
- 1998
47. SELF-ORGANISATION THROUGH COMMUNITY WORK; A NEW CONCEPT FOR LEISURE WORKERS?
- Author
-
Uila Tebelius
- Subjects
Self organisation ,business.industry ,Sociology ,Public relations ,business ,Community work - Published
- 1998
48. Generalisation and discrimination emerge from a self-organising componential network: a speech example
- Author
-
Chris J. S. Webber
- Subjects
Moment (mathematics) ,Nonlinear system ,Artificial neural network ,Distribution (number theory) ,Self organisation ,business.industry ,Simple (abstract algebra) ,Neuroscience (miscellaneous) ,Code (cryptography) ,Structure (category theory) ,Artificial intelligence ,business ,Mathematics - Abstract
It is demonstrated that a componential code emerges when a self-organising neural network is exposed to continuous speech. The code's components correspond to substructures that occur relatively independently of one another: words and phones. A capability for generalisation and discrimination develops without having been optimised explicitly. The componential structure is revealed by optimising a necessarily complicated nonlinear moment of the data's distribution, equal to the mean-squared output response of a multi-layered network of simple threshold neurons. Earlier analytical work had predicted that componential codes, generalisation and discrimination should emerge from the self-organisation of threshold neurons of this form, assuming certain properties of the pattern-space distribution of the data.
- Published
- 1997
49. Self‐organisation (synergetics) of welding and brazing processes. Weld formation work
- Author
-
I. V. Zuev
- Subjects
Materials science ,Work (electrical) ,Self organisation ,Mechanics of Materials ,law ,Mechanical Engineering ,Metallurgy ,Metals and Alloys ,Brazing ,Welding ,Synergetics (Haken) ,law.invention - Published
- 1996
50. Self-organisation of transformation-invariant detectors for constituents of perceptual patterns
- Author
-
Chris J StC Webber
- Subjects
business.industry ,media_common.quotation_subject ,Detector ,Neuroscience (miscellaneous) ,Pattern recognition ,Hebbian theory ,Self organisation ,Perception ,Computer vision ,Artificial intelligence ,Invariant (mathematics) ,business ,Mathematics ,media_common - Abstract
A geometrical interpretation of the elementary constituents which make up perceptual patterns is proposed: if a number of different pattern-vectors lie approximately within the same plane in the pattern-vector space, those patterns can be interpreted as sharing a common constituent. Individual constituents are associated with individual planes of patterns: a pattern tying within an intersection of several such planes corresponds to a combination of several constituents. This interpretation can model patterns as hierarchical combinations of constituents that are themselves combinations of yet more elementary constituents.A neuron can develop transformation-invariances in its recognition-response by aligning its synaptic vector with one of the plane-normals: a pattern-vector's projection along the synaptic vector is then an invariant of all the patterns on the plane. In this way, discriminating detectors for individual constituents can self-organise through Hebbian adaptation. Transformation-invariances tha...
- Published
- 1994
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