Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1602.01510
Cited By
Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition
3 February 2016
Priyadarshini Panda
Kaushik Roy
BDL
SSL
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition"
32 / 32 papers shown
N-DriverMotion: Driver motion learning and prediction using an event-based camera and directly trained spiking neural networks
IEEE Open Journal of Vehicular Technology (OJVT), 2024
Hyo Jong Chung
Byungkon Kang
Yoonseok Yang
235
5
0
23 Aug 2024
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks
Gourav Datta
Zeyu Liu
James Diffenderfer
B. Kailkhura
Peter A. Beerel
429
2
0
12 Dec 2023
Learning the Plasticity: Plasticity-Driven Learning Framework in Spiking Neural Networks
Guobin Shen
Dongcheng Zhao
Yiting Dong
Yang Li
Feifei Zhao
Yi Zeng
AI4CE
195
1
0
23 Aug 2023
Hoyer regularizer is all you need for ultra low-latency spiking neural networks
Gourav Datta
Zeyu Liu
Peter A. Beerel
259
12
0
20 Dec 2022
Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs
Gourav Datta
Haoqing Deng
R. Aviles
Peter A. Beerel
327
11
0
23 Oct 2022
BioLeaF: A Bio-plausible Learning Framework for Training of Spiking Neural Networks
Yukun Yang
Peng Li
186
3
0
14 Nov 2021
Training Deep Spiking Auto-encoders without Bursting or Dying Neurons through Regularization
Justus F. Hübotter
Pablo Lanillos
Jakub M. Tomczak
173
5
0
22 Sep 2021
BioLCNet: Reward-modulated Locally Connected Spiking Neural Networks
Hafez Ghaemi
Erfan Mirzaei
Mahbod Nouri
Saeed Reza Kheradpisheh
306
4
0
12 Sep 2021
HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification
Gourav Datta
Souvik Kundu
Akhilesh R. Jaiswal
Peter A. Beerel
227
9
0
26 Jul 2021
Training Energy-Efficient Deep Spiking Neural Networks with Single-Spike Hybrid Input Encoding
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Gourav Datta
Souvik Kundu
Peter A. Beerel
355
36
0
26 Jul 2021
A Temporal Neural Network Architecture for Online Learning
J. E. Smith
219
15
0
27 Nov 2020
A Neuromorphic Paradigm for Online Unsupervised Clustering
James E. Smith
162
8
0
25 Apr 2020
Brain-inspired self-organization with cellular neuromorphic computing for multimodal unsupervised learning
Lyes Khacef
Laurent Rodriguez
Benoit Miramond
297
20
0
11 Apr 2020
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
269
22
0
26 Mar 2020
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network
Computer Vision and Pattern Recognition (CVPR), 2020
Bing Han
G. Srinivasan
Kaushik Roy
315
390
0
25 Feb 2020
Optimizing the energy consumption of spiking neural networks for neuromorphic applications
Frontiers in Neuroscience (Front. Neurosci.), 2019
M. Sorbaro
Li-Yu Daisy Liu
Massimo Bortone
Sadique Sheik
317
84
0
03 Dec 2019
Unsupervised AER Object Recognition Based on Multiscale Spatio-Temporal Features and Spiking Neurons
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Qianhui Liu
Gang Pan
Haibo Ruan
Dong Xing
Qi Xu
Huajin Tang
153
50
0
19 Nov 2019
Towards Scalable, Efficient and Accurate Deep Spiking Neural Networks with Backward Residual Connections, Stochastic Softmax and Hybridization
Priyadarshini Panda
Sai Aparna Aketi
Kaushik Roy
260
33
0
30 Oct 2019
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks
Jibin Wu
Yansong Chua
Malu Zhang
Guoqi Li
Haizhou Li
Kay Chen Tan
189
14
0
02 Jul 2019
Reinforcement Learning with Low-Complexity Liquid State Machines
Frontiers in Neuroscience (Front. Neurosci.), 2019
Wachirawit Ponghiran
G. Srinivasan
Kaushik Roy
123
17
0
04 Jun 2019
Synthesizing Images from Spatio-Temporal Representations using Spike-based Backpropagation
Frontiers in Neuroscience (Front. Neurosci.), 2019
Deboleena Roy
Priyadarshini Panda
Kaushik Roy
126
25
0
24 May 2019
Locally Connected Spiking Neural Networks for Unsupervised Feature Learning
D. J. Saunders
Devdhar Patel
Hananel Hazan
H. Siegelmann
R. Kozma
164
57
0
12 Apr 2019
Enabling Spike-based Backpropagation for Training Deep Neural Network Architectures
Chankyu Lee
Syed Shakib Sarwar
Priyadarshini Panda
G. Srinivasan
Kaushik Roy
604
444
0
15 Mar 2019
Biologically plausible deep learning -- but how far can we go with shallow networks?
Neural Networks (NN), 2019
Bernd Illing
W. Gerstner
Johanni Brea
355
105
0
27 Feb 2019
ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing
Frontiers in Neuroscience (Front. Neurosci.), 2019
G. Srinivasan
Kaushik Roy
222
66
0
11 Feb 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better
Yujie Wu
Lei Deng
Guoqi Li
Jun Zhu
Luping Shi
345
771
0
16 Sep 2018
SLAYER: Spike Layer Error Reassignment in Time
S. Shrestha
Garrick Orchard
478
888
0
05 Sep 2018
Deep Learning in Spiking Neural Networks
Neural Networks (NN), 2018
A. Tavanaei
M. Ghodrati
Saeed Reza Kheradpisheh
T. Masquelier
Anthony Maida
527
1,302
0
22 Apr 2018
Learning to Recognize Actions from Limited Training Examples Using a Recurrent Spiking Neural Model
Priyadarshini Panda
N. Srinivasa
173
31
0
19 Oct 2017
A learning framework for winner-take-all networks with stochastic synapses
Neural Computation (Neural Comput.), 2017
Hesham Mostafa
Gert Cauwenberghs
BDL
256
14
0
14 Aug 2017
Bio-Inspired Spiking Convolutional Neural Network using Layer-wise Sparse Coding and STDP Learning
A. Tavanaei
Anthony Maida
509
72
0
09 Nov 2016
STDP-based spiking deep convolutional neural networks for object recognition
Saeed Reza Kheradpisheh
M. Ganjtabesh
S. Thorpe
T. Masquelier
230
451
0
04 Nov 2016
1
Page 1 of 1
