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Aman Desai

1 paper indexed

arxivcs.NEcs.LGnlin.AO2026-07-01

Self-Organized Learning in Oscillatory Neural Networks with Memristive Signed Couplings

Riley Acker, Aman Desai, Garrett Kenyon, Frank Barrows

Oscillatory neural networks (ONNs) have emerged as a promising neuromorphic architecture, leveraging coupled dynamical systems to perform computation and represent information through phase relationships. Their interactions can be designed to support intrinsic energy-minimizing d…

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