1. For whom the bell tolls
- Author
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Jean-Philippe Lachaux, Marieke K. van Vugt, Ramakrishna Chakravarthi, and Artificial Intelligence
- Subjects
noise ,neuroanatomy ,Short-term memory ,gamma rhythm ,Sensory system ,050105 experimental psychology ,lcsh:RC321-571 ,neuroscience ,03 medical and health sciences ,Behavioral Neuroscience ,0302 clinical medicine ,Visual memory ,sensory cortex ,medicine ,0501 psychology and cognitive sciences ,Sensory cortex ,human ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Biological Psychiatry ,Gamma oscillations ,electrocorticography ,psychological aspect ,Working memory ,Sensory memory ,amplitude modulation ,05 social sciences ,article ,Cognition ,electroencephalogram ,ECoG ,Hypothesis and Theory Article ,attention ,Working memory capacity ,Psychiatry and Mental health ,Neuropsychology and Physiological Psychology ,medicine.anatomical_structure ,memory consolidation ,Neurology ,Memory consolidation ,Psychology ,visual memory ,Neuroscience ,030217 neurology & neurosurgery ,Cognitive psychology - Abstract
Working memory (WM) is central to human cognition as it allows information to be kept online over brief periods of time and facilitates its usage in cognitive operations (Luck and Vogel, 2013). How this information maintenance actually is implemented is still a matter of debate. Several independent theories of WM, derived, respectively, from behavioral studies and neural considerations, advance the idea that items in WM decay over time and must be periodically reactivated. In this proposal, we show how recent data from intracranial EEG and attention research naturally leads to a simple model of such reactivation in the case of sensory memories. Specifically, in our model the amplitude of high-frequency activity (>50 Hz, in the gamma-band) underlies the representation of items in high-level visual areas. This activity decreases to noise-levels within 500 ms, unless it is reactivated. We propose that top-down attention, which targets multiple sensory items in a cyclical or rhythmic fashion at around 6–10 Hz, reactivates these decaying gamma-band representations. Therefore, working memory capacity is essentially the number of representations that can simultaneously be kept active by a rhythmically sampling attentional spotlight given the known decay rate. Since attention samples at 6–10 Hz, the predicted WM capacity is 3–5 items, in agreement with empirical findings.
- Published
- 2014
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