Design and Hardware Implementation of Memristor-Based Multilayer Perceptron Network for a Bidirectional Adaptive Neural Interface

Sergey Shchanikov,Anton Zuev,Ilya Bordanov, Daniil Nikishov,Sergey Danilin,Alexey Belov,Dmitry Korolev,Yana Pigareva,Alexey Pimashkin,Alexey Mikhaylov,Victor Kazantsev,Alexantrou Serb

2021 Third International Conference Neurotechnologies and Neurointerfaces (CNN)（2021）

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Abstract

Here we present the current results of our crossdisciplinary group in the field of design and hardware implementation of an artificial neural network based on memristors (ANNM), which is a component of a bidirectional adaptive neural interface for automatic registration and stimulation of bioelectrical activity of a living neuronal culture. Building bidirectional biointerfaces is one of the key ch...

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Key words

memristive device,RRAM,neurointerface,artificial neural network,neuromorphic memory,artificial intelligence

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