Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency
Fuente:
arXiv
Saved in:
| Main Authors: | Yao, Yunpeng, Wu, Man, Chen, Zheng, Zhang, Renyuan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network
by: Wang, Kexin, et al.
Published: (2024)
by: Wang, Kexin, et al.
Published: (2024)
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
by: Yu, Chengting, et al.
Published: (2024)
by: Yu, Chengting, et al.
Published: (2024)
Sharpness Aware Surrogate Training for Spiking Neural Networks
by: Nicholson, Maximilian
Published: (2026)
by: Nicholson, Maximilian
Published: (2026)
Bullet Trains: Parallelizing Training of Temporally Precise Spiking Neural Networks
by: Morrill, Todd, et al.
Published: (2026)
by: Morrill, Todd, et al.
Published: (2026)
Spiking Brain Compression: Post-Training Second-order Compression for Spiking Neural Networks
by: Shi, Lianfeng, et al.
Published: (2025)
by: Shi, Lianfeng, et al.
Published: (2025)
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks
by: Venkatesh, Sreyes, et al.
Published: (2024)
by: Venkatesh, Sreyes, et al.
Published: (2024)
Parallel Training in Spiking Neural Networks
by: Huang, Yanbin, et al.
Published: (2026)
by: Huang, Yanbin, et al.
Published: (2026)
Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks
by: Adams, Dylan, et al.
Published: (2024)
by: Adams, Dylan, et al.
Published: (2024)
SpikingGamma: Surrogate-Gradient Free and Temporally Precise Online Training of Spiking Neural Networks with Smoothed Delays
by: Koopman, Roel, et al.
Published: (2026)
by: Koopman, Roel, et al.
Published: (2026)
Neuromorphic Graph Anomaly Detection via Adaptive STDP and Spiking Graph Neural Networks
by: Fofanah, Abdul Joseph, et al.
Published: (2026)
by: Fofanah, Abdul Joseph, et al.
Published: (2026)
Spiking Neural Networks with Random Network Architecture
by: Dai, Zihan, et al.
Published: (2025)
by: Dai, Zihan, et al.
Published: (2025)
SNNAX -- Spiking Neural Networks in JAX
by: Lohoff, Jamie, et al.
Published: (2024)
by: Lohoff, Jamie, et al.
Published: (2024)
ChronoPlastic Spiking Neural Networks
by: Chaudhry, Sarim
Published: (2025)
by: Chaudhry, Sarim
Published: (2025)
A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
by: Meng, Qingyan, et al.
Published: (2025)
by: Meng, Qingyan, et al.
Published: (2025)
Neuromorphic Spiking Neural Network Based Classification of COVID-19 Spike Sequences
by: Murad, Taslim, et al.
Published: (2024)
by: Murad, Taslim, et al.
Published: (2024)
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time
by: Nguyen, Duc Anh, et al.
Published: (2025)
by: Nguyen, Duc Anh, et al.
Published: (2025)
The Role of Temporal Hierarchy in Spiking Neural Networks
by: Moro, Filippo, et al.
Published: (2024)
by: Moro, Filippo, et al.
Published: (2024)
Learning Long Sequences in Spiking Neural Networks
by: Stan, Matei Ioan, et al.
Published: (2023)
by: Stan, Matei Ioan, et al.
Published: (2023)
On the Universal Representation Property of Spiking Neural Networks
by: Hundrieser, Shayan, et al.
Published: (2025)
by: Hundrieser, Shayan, et al.
Published: (2025)
Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning
by: Chen, Jiechen, et al.
Published: (2025)
by: Chen, Jiechen, et al.
Published: (2025)
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
by: Xing, Xingrun, et al.
Published: (2024)
by: Xing, Xingrun, et al.
Published: (2024)
EchoSpike Predictive Plasticity: An Online Local Learning Rule for Spiking Neural Networks
by: Graf, Lars, et al.
Published: (2024)
by: Graf, Lars, et al.
Published: (2024)
Unsupervised Sparse Coding-based Spiking Neural Network for Real-time Spike Sorting
by: Melot, Alexis, et al.
Published: (2025)
by: Melot, Alexis, et al.
Published: (2025)
Spiking Synaptic Penalty: Appropriate Penalty Term for Energy-Efficient Spiking Neural Networks
by: Suetake, Kazuma, et al.
Published: (2023)
by: Suetake, Kazuma, et al.
Published: (2023)
Supervised Spike Agreement Dependent Plasticity for Fast Local Learning in Spiking Neural Networks
by: S, Gouri Lakshmi, et al.
Published: (2026)
by: S, Gouri Lakshmi, et al.
Published: (2026)
The Robustness of Spiking Neural Networks in Communication and its Application towards Network Efficiency in Federated Learning
by: Nguyen, Manh V., et al.
Published: (2024)
by: Nguyen, Manh V., et al.
Published: (2024)
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks
by: Zhu, Rui-Jie, et al.
Published: (2023)
by: Zhu, Rui-Jie, et al.
Published: (2023)
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks
by: Li, Jintang, et al.
Published: (2023)
by: Li, Jintang, et al.
Published: (2023)
Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks
by: Xiao, Mingqing, et al.
Published: (2024)
by: Xiao, Mingqing, et al.
Published: (2024)
Spike Agreement Dependent Plasticity: A scalable Bio-Inspired learning paradigm for Spiking Neural Networks
by: Bej, Saptarshi, et al.
Published: (2025)
by: Bej, Saptarshi, et al.
Published: (2025)
Sleep-Based Homeostatic Regularization for Stabilizing Spike-Timing-Dependent Plasticity in Recurrent Spiking Neural Networks
by: Massey, Andreas, et al.
Published: (2026)
by: Massey, Andreas, et al.
Published: (2026)
Training Spiking Neural Networks via Augmented Direct Feedback Alignment
by: Zhang, Yongbo, et al.
Published: (2024)
by: Zhang, Yongbo, et al.
Published: (2024)
SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning
by: Chen, Dong, et al.
Published: (2024)
by: Chen, Dong, et al.
Published: (2024)
Akkumula: Evidence accumulation driver models with Spiking Neural Networks
by: Morando, Alberto
Published: (2025)
by: Morando, Alberto
Published: (2025)
Effects of Introducing Synaptic Scaling on Spiking Neural Network Learning
by: Touda, Shinnosuke, et al.
Published: (2026)
by: Touda, Shinnosuke, et al.
Published: (2026)
Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network
by: Wu, Dengyu, et al.
Published: (2024)
by: Wu, Dengyu, et al.
Published: (2024)
On the Adversarial Robustness of Spiking Neural Networks Trained by Local Learning
by: Lin, Jiaqi, et al.
Published: (2025)
by: Lin, Jiaqi, et al.
Published: (2025)
Curriculum Design Helps Spiking Neural Networks to Classify Time Series
by: Sun, Chenxi, et al.
Published: (2023)
by: Sun, Chenxi, et al.
Published: (2023)
Noisy Spiking Actor Network for Exploration
by: Chen, Ding, et al.
Published: (2024)
by: Chen, Ding, et al.
Published: (2024)
DPSNN: Spiking Neural Network for Low-Latency Streaming Speech Enhancement
by: Sun, Tao, et al.
Published: (2024)
by: Sun, Tao, et al.
Published: (2024)
Similar Items
-
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network
by: Wang, Kexin, et al.
Published: (2024) -
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
by: Yu, Chengting, et al.
Published: (2024) -
Sharpness Aware Surrogate Training for Spiking Neural Networks
by: Nicholson, Maximilian
Published: (2026) -
Bullet Trains: Parallelizing Training of Temporally Precise Spiking Neural Networks
by: Morrill, Todd, et al.
Published: (2026) -
Spiking Brain Compression: Post-Training Second-order Compression for Spiking Neural Networks
by: Shi, Lianfeng, et al.
Published: (2025)