Neuromorphic Implementation of a Continuous Attractor Neural Network With Various Synaptic Dynamics

A continuous attractor neural network (CANN) configured with various synaptic dynamics can implement many brain cognitive functions. Corresponding neuromorphic implementation can be beneficial to carry out these cognitive computations in real-time. Herein, we present a neuromorphic implementation of...

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Veröffentlicht in:	IEEE access 2021, Vol.9, p.109224-109240
Hauptverfasser:	You, Hongzhi, Zhao, Kunpeng
Format:	Artikel
Sprache:	eng
Schlagworte:	attractor dynamics Biological neural networks Circuits continuous attractor neural network Decision analysis Decision making Decision theory Field programmable gate arrays Hardware Memory Neural networks Neuromorphic engineering Neuromorphics Neurons Nonlinear dynamics Steady state Synapses working memory
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