Title
Balancing the Cost and Performance Trade-Offs in SNN Processors
Abstract
Spiking neural network (SNN), known as the third generation of neural networks, is attracting more and more researchers’ attention because of its high energy efficiency. However, due to the spatiotemporal characteristics, SNN involved a few complicated computations such as exponential function and logarithmic function, making it hard to implement on hardware. In this brief, we propose a SNN proces...
Year
DOI
Venue
2021
10.1109/TCSII.2021.3090422
IEEE Transactions on Circuits and Systems II: Express Briefs
Keywords
DocType
Volume
Neurons,Synapses,Delays,Hardware,Decoding,Program processors,Field programmable gate arrays
Journal
68
Issue
ISSN
Citations 
9
1549-7747
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Huanliang Zheng100.68
Yuhao Guo211.02
Xingyu Yang322.39
Shanlin Xiao443.11
Zhiyi Yu515818.40