In this paper we propose a new hardware architecture for the implementation of an artificial neuron based on organic memristive elements and operational amplifiers. This architecture is proposed as a possible solution for the integration and deployment of the cluster based biorealistic simulation of a mammalian brain into a robotic system. Originally, this simulation has been developed through a neuro-biologically inspired cognitive architecture (NeuCogAr) re-implementing basic emotional states or affects in a computational system. This way, the dopamine, serotonin and noradrenaline pathways developed in NeuCogAr are synthesized through hardware memristors suitable for the implementation of basic emotional states or affects on a biologically inspired robotic system.

The Memristive Artificial Neuron High Level Architecture for Biologically Inspired Robotic Systems

Erokhin Victor;
2017

Abstract

In this paper we propose a new hardware architecture for the implementation of an artificial neuron based on organic memristive elements and operational amplifiers. This architecture is proposed as a possible solution for the integration and deployment of the cluster based biorealistic simulation of a mammalian brain into a robotic system. Originally, this simulation has been developed through a neuro-biologically inspired cognitive architecture (NeuCogAr) re-implementing basic emotional states or affects in a computational system. This way, the dopamine, serotonin and noradrenaline pathways developed in NeuCogAr are synthesized through hardware memristors suitable for the implementation of basic emotional states or affects on a biologically inspired robotic system.
2017
Istituto dei Materiali per l'Elettronica ed il Magnetismo - IMEM
Inglese
Marina Polyakova
2017 INTERNATIONAL CONFERENCE ON MECHANICAL, SYSTEM AND CONTROL ENGINEERING (ICMSC)
International Conference on Mechanical, System and Control Engineering, ICMSC 2017
196
200
5
978-1-5090-6530-1
http://ieeexplore.ieee.org/document/7959470/
IEEE, 345 E 47TH ST, NY 10017 USA
NEW YORK,
STATI UNITI D'AMERICA
Sì, ma tipo non specificato
May 19-21, 2017
St. Petersburg (Russian Federation)
Cognitive architecture
memristive elements
circuits
artificial neuron
affects
biologically inspired robotic system
5
none
Talanov, Max; Zykov Evgeniy, Yu; Erokhin, Victor; Magid, Evgeni; Distefano, Salvatore
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/343961
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