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A Distributed Neural Code in the Dentate Gyrus and in CA1
- Source :
- Neuron, vol 107, iss 4, Neuron
- Publication Year :
- 2020
- Publisher :
- eScholarship, University of California, 2020.
-
Abstract
- Neurons are often considered as specialized functional units that encode a single variable. However, many neurons are observed to respond to a mix of disparate sensory, cognitive and behavioral variables. For such representations information is distributed across multiple neurons. Here we find this distributed code in the dentate gyrus and CA1 subregions of the hippocampus. Using calcium imaging in freely moving mice, we decoded the animal’s position, direction of motion and speed from the activity of hundreds of cells. The response properties of individual neurons were only partially predictive of their importance for encoding position. Non-place cells encoded position and contributed to position encoding when combined together with other cells. Indeed, disrupting the correlations between neural activities decreased decoding performance, mostly in CA1. Our analysis indicates that population methods, rather than classical analyses based on single cell response properties, may more accurately characterize the neural code in the hippocampus.
- Subjects :
- 0301 basic medicine
decoding
Computer science
hippocampus
1.1 Normal biological development and functioning
Population
Hippocampus
Spatial Behavior
Action Potentials
Sensory system
ENCODE
distributed representations
Basic Behavioral and Social Science
Article
03 medical and health sciences
Mice
0302 clinical medicine
Calcium imaging
Underpinning research
population coding
Behavioral and Social Science
Animals
Hippocampal
Psychology
dentate gyrus
place cells
education
CA1 Region, Hippocampal
Neurons
education.field_of_study
Neurology & Neurosurgery
General Neuroscience
Dentate gyrus
Neurosciences
CA1 Region
correlated activity
mixed selectivity
calcium imaging
030104 developmental biology
nervous system
Dentate Gyrus
Neurological
Calcium
Cognitive Sciences
Neural coding
Neuroscience
030217 neurology & neurosurgery
Decoding methods
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Neuron, vol 107, iss 4, Neuron
- Accession number :
- edsair.doi.dedup.....48422b883487d04a3a2c03a6b92417d4