Neuromorphic and Neural Networks, a Comprehensive Review

Publish Year: 1400
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:

ITCT12_032

تاریخ نمایه سازی: 7 شهریور 1400

Abstract:

This paper reviews brain-inspired architectures that perform computational tasks through communication pulses between large networks of neurons powered by synapses between each neuron and local storage memory. In addition, since synapses are connected to activate such a brain chip, neuromorphic architecture combined with CMOS pulse neurons and stable nanoscale synapses, so we survey IFN and memristors.

Authors

Sajad Maleki

Faculty of Electrical and Computer Engineering, Islamic Azad University, Tehran North Branch, Tehran, Iran

Reza Azmi

Computer Engineering Department, Alzahra University

Kamran Layeghi

Faculty of Electrical and Computer Engineering, Islamic Azad University, Tehran North Branch, Tehran, Iran

Aida Mohseni

Faculty of Electrical and Computer Engineering, Islamic Azad University, Tehran North Branch, Tehran, Iran