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2011.06846
Cited By
Low-activity supervised convolutional spiking neural networks applied to speech commands recognition
Spoken Language Technology Workshop (SLT), 2020
13 November 2020
Thomas Pellegrini
Romain Zimmer
T. Masquelier
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Papers citing
"Low-activity supervised convolutional spiking neural networks applied to speech commands recognition"
22 / 22 papers shown
DelRec: learning delays in recurrent spiking neural networks
Alexandre Queant
Ulysse Rançon
Benoit R. Cottereau
T. Masquelier
291
7
0
29 Sep 2025
IML-Spikeformer: Input-aware Multi-Level Spiking Transformer for Speech Processing
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Zeyang Song
Shimin Zhang
Yuhong Chou
Jibin Wu
Haizhou Li
289
0
0
10 Jul 2025
Deep activity propagation via weight initialization in spiking neural networks
Neuro Inspired Computational Elements Workshop (NICE), 2024
Aurora Micheli
Olaf Booij
Jan van Gemert
Nergis Tömen
305
2
0
01 Oct 2024
On Reducing Activity with Distillation and Regularization for Energy Efficient Spiking Neural Networks
Thomas Louis
Benoit Miramond
Alain Pegatoquet
Adrien Girard
339
2
0
26 Jun 2024
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting
Interspeech (Interspeech), 2024
Shuai Wang
Dehao Zhang
Kexin Shi
Yuchen Wang
Wenjie Wei
Jibin Wu
Malu Zhang
322
7
0
19 Jun 2024
Single Channel Speech Enhancement Using U-Net Spiking Neural Networks
Canadian Conference on Electrical and Computer Engineering (CCECE), 2023
Abir Riahi
É. Plourde
184
7
0
26 Jul 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
371
11
0
24 Jul 2023
Direct Learning-Based Deep Spiking Neural Networks: A Review
Frontiers in Neuroscience (Front. Neurosci.), 2023
Yu-Zhu Guo
Xuhui Huang
Zhe Ma
AI4CE
515
83
0
31 May 2023
Spiking Synaptic Penalty: Appropriate Penalty Term for Energy-Efficient Spiking Neural Networks
Kazuma Suetake
Takuya Ushimaru
Ryuji Saiin
Yoshihide Sawada
297
0
0
03 Feb 2023
Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs
Gourav Datta
Haoqing Deng
R. Aviles
Peter A. Beerel
330
11
0
23 Oct 2022
Spiking Neural Networks for Frame-based and Event-based Single Object Localization
Neurocomputing (Neurocomputing), 2022
Sami Barchid
José Mennesson
J. Eshraghian
Chaabane Djéraba
Bennamoun
211
43
0
13 Jun 2022
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2022
Hongze Sun
Wuque Cai
Baoxin Yang
Yan Cui
Yang Xia
D. Yao
Daqing Guo
264
23
0
10 Jun 2022
Object Detection with Spiking Neural Networks on Automotive Event Data
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Loic Cordone
Benoit Miramond
Philippe Thiérion
283
155
0
09 May 2022
Optimizing the Consumption of Spiking Neural Networks with Activity Regularization
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Simon Narduzzi
Siavash Bigdeli
Shih-Chii Liu
L. A. Dunbar
257
15
0
04 Apr 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks
International Conference on Machine Learning (ICML), 2022
Byunggook Na
J. Mok
Seongsik Park
Dongjin Lee
Hyeokjun Choe
Sungroh Yoon
483
87
0
30 Jan 2022
Improving Surrogate Gradient Learning in Spiking Neural Networks via Regularization and Normalization
Nandan Meda
121
0
0
13 Dec 2021
StereoSpike: Depth Learning with a Spiking Neural Network
Ulysse Rançon
Javier Cuadrado-Anibarro
Benoit R. Cottereau
T. Masquelier
375
47
0
28 Sep 2021
Spiking neural networks trained via proxy
IEEE Access (IEEE Access), 2021
Saeed Reza Kheradpisheh
M. Mirsadeghi
T. Masquelier
262
19
0
27 Sep 2021
Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Loic Cordone
Benoit Miramond
Sonia Ferrante
238
44
0
26 Apr 2021
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks
Nature Machine Intelligence (Nat. Mach. Intell.), 2021
Bojian Yin
Federico Corradi
S. Bohté
373
294
0
12 Mar 2021
Encrypted Internet traffic classification using a supervised Spiking Neural Network
Neurocomputing (Neurocomputing), 2021
Ali Rasteh
Floriane Delpech
Carlos Aguilar-Melchor
Romain Zimmer
Saeed Bagheri Shouraki
T. Masquelier
177
20
0
24 Jan 2021
BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning
Neural Processing Letters (NPL), 2020
Saeed Reza Kheradpisheh
M. Mirsadeghi
T. Masquelier
MQ
AI4CE
307
88
0
08 Jul 2020
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