Kazan (Volga region) Federal University, KFU
KAZAN
FEDERAL UNIVERSITY
 
BIO-PLAUSIBLE MODEL OF ELECTRONIC MEMRISTIVE NEURON
Form of presentationArticles in international journals and collections
Year of publication2018
Языканглийский
  • Erokhin Viktor Vasilevich, author
  • Zykov Evgeniy Yurevich, author
  • Lavrov Igor Aleksandrovich, author
  • Talanov Maksim Olegovich, author
  • Bibliographic description in the original language Talanov M., Zykov E., Lavrov I., Erokhin V. Bio-plausible model of electronic memristive neuron // European Jourmal Of Clinical Investigation - 2018. - Vol.48, P.223-224.
    Annotation In this position paper we introduce high-level design schematic and block diagram of a memristive electronic neuron that is capable of three types of STDP learning: excitatory: Hebbian or 1/x, inhibitory: «sombrero« and sinusoidal like function. The proposed schematic is also capable of neuromodulation via dopamine D1 receptor that modulates the amplitude of learning functions. The proposed high-level black diagram of a memristive neuron device is designed to be used in neuromorphic prosthesis devices in invasive and non-invasive manner, as well as exoskeletons and robotic devices.
    Keywords neuromodulation, inhibition, memristive device, dopamine, neuromorphic computing, affective computing, artificial intelligence
    The name of the journal EUROPEAN JOURNAL OF CLINICAL INVESTIGATION
    URL https://onlinelibrary.wiley.com/doi/full/10.1111/eci.12926
    Please use this ID to quote from or refer to the card https://repository.kpfu.ru/eng/?p_id=184995&p_lang=2
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