Stability Analysis on Sparsely Encoded Associative Memory with Short-Term Synaptic Dynamics

DOI10.1142/S0218127417300348zbMath1379.92007OpenAlexW2761519976MaRDI QIDQ4596834

Kazuyuki Aihara, Muyuan Xu, Yuichi Katori

Publication date: 11 December 2017

Published in: International Journal of Bifurcation and Chaos (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0218127417300348

zbMATH Keywords

bifurcation analysisshort-term plasticitymean field modelsparse encodingassociative memory network

Mathematics Subject Classification ID

Neural biology (92C20) Physiology (general) (92C30)

Cites Work

• Notions of associative memory and sparse coding
• Maximum Memory Capacity on Neural Networks with Short-Term Synaptic Depression and Facilitation
• Pattern storage and processing in attractor networks with short-time synaptic dynamics
• Associative Memory with Dynamic Synapses
• Neural networks and physical systems with emergent collective computational abilities.
• Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks

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