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Keyword: cognitive mapping ×Clear all

2 claims from 1 paper

1. Neuroscience › Memory and Neural Mechanisms

   Path Integration and Cognitive Mapping in a Continuous Attractor Neural Network Model

   Samsonovich and McNaughton · Journal of Neuroscience · 1997

   The paper proposes a network model of how the brain might track self-location and map space, built from place-cell assemblies called charts, and uses it to explain observed place-field behaviour.

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   1. Unchecked“Thus, the same units may participate in many charts, and it is shown that the number of uncorrelated charts that can be encoded in the same recurrent network is potentially quite large.”
   2. UncheckedThe authors' network model offers an explanation for several puzzling observations about hippocampal place fields, such as doubling, vanishing and slow rotation.“It provides an explanation for a number of hitherto perplexing observations on hippocampal place fields, including doubling, vanishing, reshaping in distorted environments, acquiring directionality in a two-goal shuttling task, rapid formation in a novel environment, and slow rotation after disorie…”