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Title: Associative memory in phasing neuron networks

We studied pattern formation in a network of coupled Hindmarsh-Rose model neurons and introduced a new model for associative memory retrieval using networks of Kuramoto oscillators. Hindmarsh-Rose Neural Networks can exhibit a rich set of collective dynamics that can be controlled by their connectivity. Specifically, we showed an instance of Hebb's rule where spiking was correlated with network topology. Based on this, we presented a simple model of associative memory in coupled phase oscillators.
 [1] ;  [2] ;  [1]
  1. ORNL
  2. United States Air Force Research Laboratory, Kirtland Air Force Base
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Conference: Biomedical Science and Engineering Center Conference (BSEC), 2014 Annual Oak Ridge National Laboratory, Oak Ridge, TN, USA, 20140506, 20140508
Research Org:
Oak Ridge National Laboratory (ORNL)
Sponsoring Org:
ME USDOE - Office of Management, Budget, and Evaluation; ORNL work for others
Country of Publication:
United States