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1
IM-Loss: Information Maximization Loss for Spiking Neural Networks
https://proceedings.neurips.cc/paper_files/paper/2022/hash/010c5ba0cafc743fece8be02e7adb8dd-Abstract-Conference.html
2
[PDF] IM-Loss: Information Maximization Loss for Spiking Neural Networks
https://papers.neurips.cc/paper_files/paper/2022/file/010c5ba0cafc743fece8be02e7adb8dd-Paper-Conference.pdf
3
IM-Loss-Information-Maximization-Loss-for-Spiking-Neural-Networks
https://github.com/yfguo91/IM-Loss-Information-Maximization-Loss-for-Spiking-Neural-Networks
4
IM-loss: information maximization loss for spiking neural networks
https://dl.acm.org/doi/10.5555/3600270.3600282
5
IM-Loss: Information Maximization Loss for Spiking Neural Networks
https://www.researchgate.net/publication/367175805_IM-Loss_Information_Maximization_Loss_for_Spiking_Neural_Networks
7
Direct learning-based deep spiking neural networks: a review - PMC
https://pmc.ncbi.nlm.nih.gov/articles/PMC10313197/
8
Ablation experiments for IM-Loss and ESG. - ResearchGate
https://www.researchgate.net/figure/Ablation-experiments-for-IM-Loss-and-ESG_tbl1_367175805
9
[PDF] Learning Ternary Spikes for Spiking Neural Networks
https://ojs.aaai.org/index.php/AAAI/article/view/29114/30106
10
Exploring temporal information dynamics in Spiking Neural Networks
https://www.sciencedirect.com/science/article/abs/pii/S0165027025000421
11
Mitigating the Gradient Vanishing for Training Spiking Neural ... - arXiv
https://arxiv.org/html/2401.04486v1
13
SPIDEN: deep Spiking Neural Networks for efficient image denoising
https://pmc.ncbi.nlm.nih.gov/articles/PMC10450950/
14
[PDF] Enhancing Representation of Spiking Neural Networks via Similarity ...
https://ojs.aaai.org/index.php/AAAI/article/view/29635/31078
15
zhouchenlin2096/Awesome-Spiking-Neural-Networks - GitHub
https://github.com/zhouchenlin2096/Awesome-Spiking-Neural-Networks
16
[PDF] Adaptive Smoothing Gradient Learning for Spiking Neural Networks
https://proceedings.mlr.press/v202/wang23j/wang23j.pdf
17
Rethinking residual connection in training large-scale spiking neural ...
https://www.sciencedirect.com/science/article/pii/S0925231224017211
18
Sharing leaky-integrate-and-fire neurons for memory-efficient ...
https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2023.1230002/full
19
Xuhui Huang | Papers With Code
https://paperswithcode.com/search?q=author%3AXuhui%2BHuang&order=desc&order_by=stars
20
Direct training high-performance deep spiking neural networks
https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2024.1383844/full
21
[PDF] RMP-Loss: Regularizing Membrane Potential Distribution for ...
https://openaccess.thecvf.com/content/ICCV2023/papers/Guo_RMP-Loss_Regularizing_Membrane_Potential_Distribution_for_Spiking_Neural_Networks_ICCV_2023_paper.pdf
22
Explanation of Spikes in training loss vs. iterations with Adam ...
https://stats.stackexchange.com/questions/303857/explanation-of-spikes-in-training-loss-vs-iterations-with-adam-optimizer
23
[PDF] Learnable Surrogate Gradient for Direct Training Spiking Neural ...
https://www.ijcai.org/proceedings/2023/0335.pdf
25
[PDF] Spatial-Temporal Attention Aggregator for Spiking Neural Networks
https://openaccess.thecvf.com/content/CVPR2025/papers/Zhang_STAA-SNN_Spatial-Temporal_Attention_Aggregator_for_Spiking_Neural_Networks_CVPR_2025_paper.pdf
28
[PDF] Integer-Valued Training and Spike-Driven Inference Spiking Neural ...
https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/04704.pdf
29
Enhancing navigation performance in unknown environments using ...
https://link.springer.com/article/10.1007/s40747-024-01777-6
30
[PDF] Advancing Training Efficiency of Deep Spiking Neural ... - NIPS papers
https://papers.nips.cc/paper_files/paper/2024/file/d1bdc488ec18f64177b2275a03984683-Paper-Conference.pdf
31
[PDF] Coincident Particle Event Detection using Spiking Neural Networks
https://publikationen.bibliothek.kit.edu/1000171804/153702751
32
Spatio-Temporal Pruning for Training Ultra-Low-Latency Spiking ...
https://www.mdpi.com/2072-4292/16/17/3200
33
Sparse-firing regularization methods for spiking neural networks ...
https://www.nature.com/articles/s41598-023-50201-5
34
[PDF] End-to-End Adaptive Sampling and Representation for Event-based ...
https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/07766.pdf
35
Direct training high-performance deep spiking neural networks - OUCI
https://ouci.dntb.gov.ua/en/works/lRwvoKM9/
36
[PDF] NDOT: Neuronal Dynamics-based Online Training for Spiking ...
https://raw.githubusercontent.com/mlresearch/v235/main/assets/jiang24a/jiang24a.pdf
38
EICIL | Proceedings of the 37th International Conference on Neural ...
https://dl.acm.org/doi/10.5555/3666122.3667516
39
[D] The Complete Guide to Spiking Neural Networks - Reddit
https://www.reddit.com/r/MachineLearning/comments/12gr91a/d_the_complete_guide_to_spiking_neural_networks/
40
A Robust Multimodal Fusion Method for Spiking Neural Networks
https://ouci.dntb.gov.ua/en/works/4gwxaD64/
42
[PDF] Spike Count Maximization for Neuromorphic Vision Recognition
https://www.ijcai.org/proceedings/2023/0473.pdf
43
[PDF] High-Performance Temporal Reversible Spiking Neural Networks ...
https://raw.githubusercontent.com/mlresearch/v235/main/assets/hu24q/hu24q.pdf
44
[PDF] Computing with Spiking Neuron Networks - CWI
https://homepages.cwi.nl/~sbohte/publication/paugam_moisy_bohte_SNNChapter.pdf
45
[PDF] Performance of spiking neural networks on event data for embedded ...
https://theses.hal.science/tel-04026653v1/file/2022COAZ4097.pdf
46
[PDF] On the Intrinsic Structures of Spiking Neural Networks
https://www.jmlr.org/papers/volume25/23-1526/23-1526.pdf
47
Towards Privacy-Preserving Federated Neuromorphic Learning via ...
https://www.mdpi.com/2079-9292/12/18/3984
49
[PDF] Supervised Learning in Multilayer Spiking Neural Networks
https://ganguli-gang.stanford.edu/pdf/17.superspike.pdf
50
[PDF] Binarized SNNs: Efficient and Error-Resilient Spiking ... - TU Dortmund
https://daes.cs.tu-dortmund.de/storages/daes-cs/r/publications/yayla_iccad_21.pdf
51
Event-Based Spiking Neural Networks for Object Detection
https://ieeexplore.ieee.org/iel8/6287639/10380310/10716373.pdf
52
Learning long sequences in spiking neural networks - Nature
https://www.nature.com/articles/s41598-024-71678-8
53
Optimal population coding by noisy spiking neurons - PNAS
https://www.pnas.org/doi/10.1073/pnas.1004906107
54
Visual explanations from spiking neural networks using inter-spike ...
https://europepmc.org/article/med/34561513
55
Toward a Lossless Conversion for Spiking Neural Networks ... - Wiley
https://advanced.onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300383
56
Unsupervised Learning in an Ensemble of Spiking Neural Networks ...
https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005137
57
Training Spiking Neural Networks Using Lessons From Deep Learning
https://www.youtube.com/watch?v=zldal7b7sJ4
58
[PDF] Incorporating Learnable Membrane Time Constant To Enhance ...
https://yuzhaofei.github.io/papers/21-ICCV-Incorporating%20Learnable%20Membrane%20Time%20Constant%20to%20Enhance%20Learning%20of%20Spiking%20Neural%20Networks.pdf
59
Spiking neural networks [closed] - machine learning - Stack Overflow
https://stackoverflow.com/questions/2874657/spiking-neural-networks
60
Visual explanations from spiking neural networks using inter-spike ...
https://europepmc.org/article/pmc/pmc8463578
61
Spiking Neural Networks for Artificial Intelligence - Facebook
https://www.facebook.com/groups/127115121258971/
62
[PDF] InfLoR-SNN: Reducing Information Loss for Spiking Neural Networks
https://www.preprints.org/manuscript/202312.1318/v1/download
63
Spiking Neural Networks - Modelling & Simulations - Julia Discourse
https://discourse.julialang.org/t/spiking-neural-networks/63270
64
[PDF] Near Lossless Transfer Learning for Spiking Neural Networks
https://www.comp.nus.edu.sg/~wongwf/papers/AAAI-2021.pdf
65
Reducing Information Loss for Spiking Neural Networks - CatalyzeX
https://www.catalyzex.com/paper/reducing-information-loss-for-spiking-neural