Associative memory in phasing neuron networks

Conference · Wed Jan 01 00:00:00 EST 2014

OSTI ID:1156778

Nair, Niketh S ^[1]; Bochove, Erik J. ^[2]; Braiman, Yehuda ^[1]

---

1. ORNL
2. United States Air Force Research Laboratory, Kirtland Air Force Base

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.

• Research Organization: Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
• Sponsoring Organization: USDOE; Work for Others (WFO)
• DOE Contract Number: DE-AC05-00OR22725
• OSTI ID: 1156778
• Resource Relation: Conference: Biomedical Science and Engineering Center Conference (BSEC), 2014 Annual Oak Ridge National Laboratory, Oak Ridge, TN, USA, 20140506, 20140508
• Country of Publication: United States
• Language: English