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BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian
  Learning

BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning

15 December 2020
Hyeryung Jang
N. Skatchkovsky
Osvaldo Simeone
ArXiv (abs)PDFHTML

Papers citing "BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning"

8 / 8 papers shown
Title
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation MechanismAAAI Conference on Artificial Intelligence (AAAI), 2025
Yu Liang
Wenjie Wei
A. Belatreche
Honglin Cao
Zijian Zhou
Shuai Wang
Malu Zhang
Yue Yang
MQ
164
4
0
21 Feb 2025
Twin Network Augmentation: A Novel Training Strategy for Improved
  Spiking Neural Networks and Efficient Weight Quantization
Twin Network Augmentation: A Novel Training Strategy for Improved Spiking Neural Networks and Efficient Weight Quantization
Lucas Deckers
Benjamin Vandersmissen
Ing Jyh Tsang
W. V. Leekwijck
Steven Latré
MQ
84
2
0
24 Sep 2024
Bayesian Inference Accelerator for Spiking Neural Networks
Bayesian Inference Accelerator for Spiking Neural NetworksInternational Symposium on Circuits and Systems (ISCAS), 2024
Prabodh Katti
Anagha Nimbekar
Chen Li
Amit Acharyya
Bashir M. Al-Hashimi
Bipin Rajendran
TPM
111
3
0
27 Jan 2024
Towards Efficient and Trustworthy AI Through
  Hardware-Algorithm-Communication Co-Design
Towards Efficient and Trustworthy AI Through Hardware-Algorithm-Communication Co-Design
Yongchao Chen
Osvaldo Simeone
Bashir M. Al-Hashimi
123
5
0
27 Sep 2023
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers
  with Reliability Guarantees
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability GuaranteesIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2023
Jiechen Chen
Sangwoo Park
Osvaldo Simeone
220
8
0
18 May 2023
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale
  Device Stochasticity
Bayesian Inference on Binary Spiking Networks Leveraging Nanoscale Device StochasticityInternational Symposium on Circuits and Systems (ISCAS), 2023
Prabodh Katti
N. Skatchkovsky
Osvaldo Simeone
Bipin Rajendran
Bashir M. Al-Hashimi
122
5
0
02 Feb 2023
Bayesian Continual Learning via Spiking Neural Networks
Bayesian Continual Learning via Spiking Neural NetworksFrontiers in Computational Neuroscience (Front. Comput. Neurosci.), 2022
N. Skatchkovsky
Hyeryung Jang
Osvaldo Simeone
BDL
166
22
0
29 Aug 2022
Ultra-low Latency Adaptive Local Binary Spiking Neural Network with
  Accuracy Loss Estimator
Ultra-low Latency Adaptive Local Binary Spiking Neural Network with Accuracy Loss Estimator
Changqin Xu
Yijian Pei
Zili Wu
Yi Liu
Yintang Yang
82
5
0
31 Jul 2022
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