Ultra-Low Static Power Circuits Addressing the Fan-Out Problem of Analog Neuron Circuits in Spiking Neural Networks

Ultra-Low Static Power Circuits Addressing the Fan-Out Problem of Analog Neuron Circuits in Spiking Neural Networks

In hardware-based spiking neural network (SNN) systems, neuron circuits face significant fan-out issues owing to their massively parallel connections to post-synaptic arrays, leading to distortion in the output spikes. This not only affects spike generation rates but also causes read voltage drops i...

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Bibliographic Details
Main Authors: Jonghyuk Park, Woo Young Choi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Fan-out
neuron circuits
static power
spiking neural networks
Online Access:https://ieeexplore.ieee.org/document/10820313/
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https://ieeexplore.ieee.org/document/10820313/

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