FPGA Implementation of a Biological Neural Network Based on the Hodgkin-Huxley Neuron Model

FPGA Implementation of a Biological Neural Network Based on the Hodgkin-Huxley Neuron Model

A set of techniques for efficient implementation of Hodgkin-Huxley-based (H-H) model of a neural network on FPGA (Field Programmable Gate Array) is presented. The central implementation challenge is H-H model complexity that puts limits on the network size and on the execution speed. However, basics...

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Bibliographic Details
Main Authors: Safa eYaghini Bonabi, Hassan eAsgharian, Saeed eSafari, Majid eNili Ahmadabadi
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-11-01
Series:Frontiers in Neuroscience
Subjects:
Neural Network
FPGA
Hodgkin-Huxley
neural pool
digital hardware implementation
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00379/full

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