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2007.04039
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BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning
Neural Processing Letters (NPL), 2020
8 July 2020
Saeed Reza Kheradpisheh
M. Mirsadeghi
T. Masquelier
MQ
AI4CE
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Papers citing
"BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning"
29 / 29 papers shown
BSO: Binary Spiking Online Optimization Algorithm
Yu Liang
Yu Yang
Wenjie Wei
A. Belatreche
Shuai Wang
Malu Zhang
Yang Yang
122
1
0
16 Nov 2025
A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
Qingyan Meng
Mingqing Xiao
Zhengyu Ma
Huihui Zhou
Yonghong Tian
Zhouchen Lin
MQ
176
0
0
18 Aug 2025
Energy efficiency analysis of Spiking Neural Networks for space applications
Paolo Lunghi
Stefano Silvestrini
Dominik Dold
Gabriele Meoni
Alexander Hadjiivanov
Dario Izzo
386
2
0
16 May 2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yu Liang
Wenjie Wei
A. Belatreche
Honglin Cao
Zijian Zhou
Shuai Wang
Malu Zhang
Yue Yang
MQ
370
9
0
21 Feb 2025
Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch
Kaiwei Che
Wei Fang
Zhengyu Ma
Li-xin Yuan
T. Masquelier
Yonghong Tian
Timothée Masquelier
Yonghong Tian
236
0
0
31 Oct 2024
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
203
3
0
24 Sep 2024
Robust Iterative Value Conversion: Deep Reinforcement Learning for Neurochip-driven Edge Robots
Y. Kadokawa
Tomohito Kodera
Yoshihisa Tsurumine
Shinya Nishimura
Takamitsu Matsubara
288
4
0
23 Aug 2024
An Encoding Framework for Binarized Images using HyperDimensional Computing
Laura Smets
W. V. Leekwijck
Ing Jyh Tsang
Steven Latré
350
8
0
01 Dec 2023
HPCNeuroNet: Advancing Neuromorphic Audio Signal Processing with Transformer-Enhanced Spiking Neural Networks
Murat Isik
Hiruna Vishwamith
Kayode Inadagbo
I. C. Dikmen
261
7
0
21 Nov 2023
LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks with TTFS Coding
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2023
Qu Yang
Malu Zhang
Jibin Wu
Kay Chen Tan
Haizhou Li
302
15
0
23 Oct 2023
Sparse-firing regularization methods for spiking neural networks with time-to-first spike coding
Scientific Reports (Sci Rep), 2023
Yusuke Sakemi
Kakei Yamamoto
T. Hosomi
Kazuyuki Aihara
338
10
0
24 Jul 2023
A Survey of Spiking Neural Network Accelerator on FPGA
Murat Isik
190
26
0
08 Jul 2023
Low Precision Quantization-aware Training in Spiking Neural Networks with Differentiable Quantization Function
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Ayan Shymyrbay
M. Fouda
Ahmed M. Eltawil
MQ
240
11
0
30 May 2023
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
Neural Information Processing Systems (NeurIPS), 2023
Wei Fang
Zhaofei Yu
Zhaokun Zhou
Ding Chen
Yanqing Chen
Zhengyu Ma
T. Masquelier
Yonghong Tian
388
78
0
25 Apr 2023
Multi-scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks
Wenxuan Pan
Feifei Zhao
Bing Han
Yi Zeng
424
2
0
21 Apr 2023
Exploring Tradeoffs in Spiking Neural Networks
Neural Computation (Neural Comput.), 2022
Florian Bacho
Dominique F. Chu
259
1
0
15 Dec 2022
Models Developed for Spiking Neural Networks
MethodsX (MethodsX), 2022
Shahriar Rezghi Shirsavar
A. Vahabie
M. Dehaqani
226
7
0
08 Dec 2022
Ultra-low Latency Adaptive Local Binary Spiking Neural Network with Accuracy Loss Estimator
Changqin Xu
Yijian Pei
Zili Wu
Yi Liu
Yintang Yang
179
5
0
31 Jul 2022
Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks
Luke Taylor
Andrew J. King
N. Harper
AAML
255
11
0
30 May 2022
Navigating Local Minima in Quantized Spiking Neural Networks
International Conference on Artificial Intelligence Circuits and Systems (ICAICS), 2022
Nhan Duy Truong
Corey Lammie
M. R. Azghadi
Wei D. Lu
216
20
0
15 Feb 2022
The fine line between dead neurons and sparsity in binarized spiking neural networks
Nhan Duy Truong
Wei D. Lu
296
22
0
28 Jan 2022
S
3
^3
3
NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks
Neural Networks (NN), 2022
Kazuma Suetake
Shin-ichi Ikegawa
Ryuji Saiin
Yoshihide Sawada
287
4
0
26 Jan 2022
Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity
Vladimir A. Ivanov
Konstantinos Michmizos
170
43
0
26 Oct 2021
Spiking neural networks trained via proxy
IEEE Access (IEEE Access), 2021
Saeed Reza Kheradpisheh
M. Mirsadeghi
T. Masquelier
241
19
0
27 Sep 2021
Spike time displacement based error backpropagation in convolutional spiking neural networks
M. Mirsadeghi
Majid Shalchian
Saeed Reza Kheradpisheh
T. Masquelier
144
16
0
31 Aug 2021
Effects of VLSI Circuit Constraints on Temporal-Coding Multilayer Spiking Neural Networks
Yusuke Sakemi
Takashi Morie
T. Hosomi
Kazuyuki Aihara
224
2
0
18 Jun 2021
A brain basis of dynamical intelligence for AI and computational neuroscience
J. Monaco
Kanaka Rajan
Grace M. Hwang
AI4CE
218
7
0
15 May 2021
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks
Malu Zhang
Jiadong Wang
Burin Amornpaisannon
Zhixuan Zhang
VPK Miriyala
...
Hong Qu
Jibin Wu
Yansong Chua
Trevor E. Carlson
Haizhou Li
262
22
0
26 Mar 2020
A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Yusuke Sakemi
K. Morino
Takashi Morie
Kazuyuki Aihara
205
37
0
08 Jan 2020
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