Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2109.12894
Cited By
Training Spiking Neural Networks Using Lessons From Deep Learning
27 September 2021
Jason Eshraghian
Max Ward
Emre Neftci
Xinxin Wang
Gregor Lenz
Girish Dwivedi
Bennamoun
Doo Seok Jeong
Wei D. Lu
Re-assign community
ArXiv
PDF
HTML
Papers citing
"Training Spiking Neural Networks Using Lessons From Deep Learning"
50 / 174 papers shown
Title
A compact neuromorphic system for ultra energy-efficient, on-device robot localization
Adam D. Hines
Michael Milford
Tobias Fischer
33
0
0
29 Aug 2024
Sparsity-Aware Hardware-Software Co-Design of Spiking Neural Networks: An Overview
Ilkin Aliyev
Kama Svoboda
Tosiron Adegbija
J. Fellous
23
0
0
26 Aug 2024
Towards Efficient Formal Verification of Spiking Neural Network
Baekryun Seong
Jieung Kim
Sang-Ki Ko
31
0
0
20 Aug 2024
Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classification
Erwan Plouet
Dédalo Sanz-Hernández
A. Vecchiola
Julie Grollier
F. Mizrahi
49
0
0
05 Aug 2024
Using CSNNs to Perform Event-based Data Processing & Classification on ASL-DVS
Ria Patel
Sujit Tripathy
Zachary Sublett
Seoyoung An
Riya Patel
13
0
0
01 Aug 2024
The Role of Temporal Hierarchy in Spiking Neural Networks
Filippo Moro
Pau Vilimelis Aceituno
Laura Kriener
Melika Payvand
AI4CE
37
3
0
26 Jul 2024
A Quantum Leaky Integrate-and-Fire Spiking Neuron and Network
D. Brand
Francesco Petruccione
28
0
0
23 Jul 2024
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons
Gauthier Boeshertz
Giacomo Indiveri
M. Nair
Alpha Renner
33
2
0
18 Jul 2024
Spike Talk: Genesis and Neural Coding Scheme Translations
Bo Xu
31
5
0
16 Jul 2024
Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware
J. Seekings
Peyton S. Chandarana
Mahsa Ardakani
Mohammadreza Mohammadi
Ramtin Zand
24
1
0
11 Jul 2024
STAL: Spike Threshold Adaptive Learning Encoder for Classification of Pain-Related Biosignal Data
Freek Hens
Mohammad Mahdi Dehshibi
Leila Bagheriye
Mahyar Shahsavari
Ana Tajadura-Jiménez
16
1
0
11 Jul 2024
Natively neuromorphic LMU architecture for encoding-free SNN-based HAR on commercial edge devices
Vittorio Fra
Benedetto Leto
Andrea Pignata
Enrico Macii
Gianvito Urgese
23
1
0
04 Jul 2024
Spiking Convolutional Neural Networks for Text Classification
Changze Lv
Jianhan Xu
Xiaoqing Zheng
56
27
0
27 Jun 2024
Embedded event based object detection with spiking neural network
Jonathan Courtois
Pierre-Emmanuel Novac
E. Lemaire
Alain Pegatoquet
Benoit Miramond
37
2
0
25 Jun 2024
Supervised Radio Frequency Interference Detection with SNNs
Nicholas J. Pritchard
A. Wicenec
M. Bennamoun
Richard Dodson
16
2
0
10 Jun 2024
Efficient Hybrid Neuromorphic-Bayesian Model for Olfaction Sensing: Detection and Classification
Rizwana Kausar
F. Zayer
Jaime Viegas
Jorge Dias
16
1
0
05 Jun 2024
Spiking representation learning for associative memories
Naresh B. Ravichandran
A. Lansner
Pawel Herman
36
1
0
05 Jun 2024
Scalable MatMul-free Language Modeling
Rui-Jie Zhu
Yu Zhang
Ethan Sifferman
Tyler Sheaves
Yiqiao Wang
Dustin Richmond
P. Zhou
Jason Eshraghian
31
17
0
04 Jun 2024
Iteration over event space in time-to-first-spike spiking neural networks for Twitter bot classification
Mateusz Pabian
D. Rzepka
Miroslaw Pawlak
26
1
0
03 Jun 2024
Autonomous Driving with Spiking Neural Networks
Rui-Jie Zhu
Ziqing Wang
Leilani H. Gilpin
Jason Eshraghian
31
6
0
30 May 2024
High-Performance Temporal Reversible Spiking Neural Networks with
O
(
L
)
O(L)
O
(
L
)
Training Memory and
O
(
1
)
O(1)
O
(
1
)
Inference Cost
Jiakui Hu
Man Yao
Xuerui Qiu
Yuhong Chou
Yuxuan Cai
Ning Qiao
Yonghong Tian
Boxing Xu
Guoqi Li
AI4CE
35
9
0
26 May 2024
EchoSpike Predictive Plasticity: An Online Local Learning Rule for Spiking Neural Networks
Lars Graf
Zhe Su
Giacomo Indiveri
32
0
0
22 May 2024
Neuromorphic Robust Estimation of Nonlinear Dynamical Systems Applied to Satellite Rendezvous
Reza Ahmadvand
S. S. Sharif
Y. Banad
24
1
0
14 May 2024
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks
Alberto Dequino
Alessio Carpegna
D. Nadalini
Alessandro Savino
Luca Benini
S. Di Carlo
Francesco Conti
36
2
0
08 May 2024
Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks
Hamed Poursiami
Ihsen Alouani
Maryam Parsa
40
1
0
07 May 2024
Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods
Chenlin Zhou
Han Zhang
Liutao Yu
Yumin Ye
Zhaokun Zhou
Liwei Huang
Zhengyu Ma
Xiaopeng Fan
Huihui Zhou
Yonghong Tian
46
10
0
06 May 2024
Natural Language to Verilog: Design of a Recurrent Spiking Neural Network using Large Language Models and ChatGPT
P. Vitolo
George Psaltakis
Michael Tomlinson
G. Licciardo
Andreas Andreou
47
1
0
02 May 2024
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models
Rishav Mukherji
Mark Schöne
Khaleelulla Khan Nazeer
Christian Mayr
David Kappel
Anand Subramoney
37
2
0
01 May 2024
Stochastic Spiking Neural Networks with First-to-Spike Coding
Yi Jiang
Sen Lu
Abhronil Sengupta
40
0
0
26 Apr 2024
Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks
Julia Gygax
Friedemann Zenke
45
3
0
23 Apr 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition
Jianyuan Ni
Hao Tang
Syed Tousiful Haque
Yan Yan
A. Ngu
74
6
0
14 Apr 2024
A Cloud-Edge Framework for Energy-Efficient Event-Driven Control: An Integration of Online Supervised Learning, Spiking Neural Networks and Local Plasticity Rules
Reza Ahmadvand
S. S. Sharif
Y. Banad
23
1
0
12 Apr 2024
Slax: A Composable JAX Library for Rapid and Flexible Prototyping of Spiking Neural Networks
Thomas M. Summe
Siddharth Joshi
36
2
0
08 Apr 2024
SpikeExplorer: hardware-oriented Design Space Exploration for Spiking Neural Networks on FPGA
Dario Padovano
Alessio Carpegna
Alessandro Savino
S. Di Carlo
42
1
0
04 Apr 2024
Continuous Spiking Graph Neural Networks
Nan Yin
Mengzhu Wang
Li Shen
Hitesh Laxmichand Patel
Baopu Li
Bin Gu
Huan Xiong
GNN
36
10
0
02 Apr 2024
SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks
Anil Bayram Gogebakan
Enrico Magliano
Alessio Carpegna
A. Ruospo
Alessandro Savino
S. Di Carlo
24
2
0
30 Mar 2024
A survey on learning models of spiking neural membrane systems and spiking neural networks
Prithwineel Paul
Petr Sosík
Lucie Ciencialová
30
2
0
27 Mar 2024
Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices
Hanqing Fu
Gaolei Li
Jun Wu
Jianhua Li
Xi Lin
Kai Zhou
Yuchen Liu
AAML
40
1
0
27 Mar 2024
Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks
Kade Heckel
Thomas Nowotny
35
3
0
29 Feb 2024
Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware
M. A. Karamuftuoglu
Beyza Zeynep Ucpinar
A. Fayyazi
S. Razmkhah
M. Kamal
Massoud Pedram
13
4
0
26 Feb 2024
On Leaky-Integrate-and Fire as Spike-Train-Quantization Operator on Dirac-Superimposed Continuous-Time Signals
Bernhard A. Moser
Michael Lunglmayr
9
2
0
10 Feb 2024
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling
Ali Safa
Vikrant Jaltare
Samira Sebt
Kameron Gano
Johannes Leugering
Georges G. E. Gielen
Gert Cauwenberghs
21
0
0
09 Feb 2024
Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks
Ilkin Aliyev
Tosiron Adegbija
22
2
0
09 Feb 2024
Spiking Neural Network Enhanced Hand Gesture Recognition Using Low-Cost Single-photon Avalanche Diode Array
Zhenya Zang
Xingda Li
D. Li
27
0
0
08 Feb 2024
Neuromorphic hardware for sustainable AI data centers
Bernhard Vogginger
A. Rostami
Vaibhav Jain
Sirine Arfa
Andreas Hantsch
...
Ulrike Faltings
Hector A. Gonzalez
Chen Liu
Christian Mayr
Wolfgang Maaß
26
10
0
04 Feb 2024
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
Changze Lv
Yansen Wang
Dongqi Han
Xiaoqing Zheng
Xuanjing Huang
Dongsheng Li
AI4TS
TPM
31
4
0
02 Feb 2024
BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks
Hamed Poursiami
Ihsen Alouani
Maryam Parsa
AAML
32
3
0
01 Feb 2024
jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic Hardware
Eric Müller
Moritz Althaus
E. Arnold
Philipp Spilger
Christian Pehle
Johannes Schemmel
21
5
0
30 Jan 2024
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
Hector A. Gonzalez
Jiaxin Huang
Florian Kelber
Khaleelulla Khan Nazeer
Tim Langer
...
Bernhard Vogginger
Timo C. Wunderlich
Yexin Yan
Mahmoud Akl
Christian Mayr
24
16
0
09 Jan 2024
Fast gradient-free activation maximization for neurons in spiking neural networks
N. Pospelov
Andrei Chertkov
Maxim Beketov
Ivan V. Oseledets
Konstantin Anokhin
29
1
0
28 Dec 2023
Previous
1
2
3
4
Next