Complex-Exponential-Based Bio-Inspired Neuron Model Implementation in FPGA Using Xilinx System Generator and Vivado Design Suite

Complex-Exponential-Based Bio-Inspired Neuron Model Implementation in FPGA Using Xilinx System Generator and Vivado Design Suite

This research investigates the implementation of complex-exponential-based neurons in FPGA, which can pave the way for implementing bio-inspired spiking neural networks to compensate for the existing computational constraints in conventional artificial neural networks. The increasing use of extensiv...

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Bibliographic Details
Main Authors: Maruf Ahmad, Lei Zhang, Kelvin Tsun Wai Ng, Muhammad E. H. Chowdhury
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Biomimetics
Subjects:
spiking neural networks
neural encoding
complex exponential neuron
FPGA implementation
Online Access:https://www.mdpi.com/2313-7673/8/8/621

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https://www.mdpi.com/2313-7673/8/8/621

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