Effects of Introducing Synaptic Scaling on Spiking Neural Network Learning
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Touda, Shinnosuke, Okuno, Hirotsugu |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Spiking Synaptic Penalty: Appropriate Penalty Term for Energy-Efficient Spiking Neural Networks
par: Suetake, Kazuma, et autres
Publié: (2023)
par: Suetake, Kazuma, et autres
Publié: (2023)
Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks
par: Adams, Dylan, et autres
Publié: (2024)
par: Adams, Dylan, et autres
Publié: (2024)
Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
par: Xiao, Mingqing, et autres
Publié: (2024)
par: Xiao, Mingqing, et autres
Publié: (2024)
SPEAR: Structured Pruning for Spiking Neural Networks via Synaptic Operation Estimation and Reinforcement Learning
par: Xie, Hui, et autres
Publié: (2025)
par: Xie, Hui, et autres
Publié: (2025)
Learning Long Sequences in Spiking Neural Networks
par: Stan, Matei Ioan, et autres
Publié: (2023)
par: Stan, Matei Ioan, et autres
Publié: (2023)
Supervised Spike Agreement Dependent Plasticity for Fast Local Learning in Spiking Neural Networks
par: S, Gouri Lakshmi, et autres
Publié: (2026)
par: S, Gouri Lakshmi, et autres
Publié: (2026)
EchoSpike Predictive Plasticity: An Online Local Learning Rule for Spiking Neural Networks
par: Graf, Lars, et autres
Publié: (2024)
par: Graf, Lars, et autres
Publié: (2024)
Spiking Neural Networks with Random Network Architecture
par: Dai, Zihan, et autres
Publié: (2025)
par: Dai, Zihan, et autres
Publié: (2025)
ChronoPlastic Spiking Neural Networks
par: Chaudhry, Sarim
Publié: (2025)
par: Chaudhry, Sarim
Publié: (2025)
SNNAX -- Spiking Neural Networks in JAX
par: Lohoff, Jamie, et autres
Publié: (2024)
par: Lohoff, Jamie, et autres
Publié: (2024)
Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning
par: Chen, Jiechen, et autres
Publié: (2025)
par: Chen, Jiechen, et autres
Publié: (2025)
Neuromorphic Spiking Neural Network Based Classification of COVID-19 Spike Sequences
par: Murad, Taslim, et autres
Publié: (2024)
par: Murad, Taslim, et autres
Publié: (2024)
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time
par: Nguyen, Duc Anh, et autres
Publié: (2025)
par: Nguyen, Duc Anh, et autres
Publié: (2025)
The Role of Temporal Hierarchy in Spiking Neural Networks
par: Moro, Filippo, et autres
Publié: (2024)
par: Moro, Filippo, et autres
Publié: (2024)
On the Universal Representation Property of Spiking Neural Networks
par: Hundrieser, Shayan, et autres
Publié: (2025)
par: Hundrieser, Shayan, et autres
Publié: (2025)
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
par: Xing, Xingrun, et autres
Publié: (2024)
par: Xing, Xingrun, et autres
Publié: (2024)
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks
par: Apolinario, Marco Paul E., et autres
Publié: (2023)
par: Apolinario, Marco Paul E., et autres
Publié: (2023)
Spiking Brain Compression: Post-Training Second-order Compression for Spiking Neural Networks
par: Shi, Lianfeng, et autres
Publié: (2025)
par: Shi, Lianfeng, et autres
Publié: (2025)
Unsupervised Sparse Coding-based Spiking Neural Network for Real-time Spike Sorting
par: Melot, Alexis, et autres
Publié: (2025)
par: Melot, Alexis, et autres
Publié: (2025)
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network
par: Wang, Kexin, et autres
Publié: (2024)
par: Wang, Kexin, et autres
Publié: (2024)
Sharpness Aware Surrogate Training for Spiking Neural Networks
par: Nicholson, Maximilian
Publié: (2026)
par: Nicholson, Maximilian
Publié: (2026)
Traces Propagation: Memory-Efficient and Scalable Forward-Only Learning in Spiking Neural Networks
par: Pes, Lorenzo, et autres
Publié: (2025)
par: Pes, Lorenzo, et autres
Publié: (2025)
Sleep-Based Homeostatic Regularization for Stabilizing Spike-Timing-Dependent Plasticity in Recurrent Spiking Neural Networks
par: Massey, Andreas, et autres
Publié: (2026)
par: Massey, Andreas, et autres
Publié: (2026)
Spike Agreement Dependent Plasticity: A scalable Bio-Inspired learning paradigm for Spiking Neural Networks
par: Bej, Saptarshi, et autres
Publié: (2025)
par: Bej, Saptarshi, et autres
Publié: (2025)
Akkumula: Evidence accumulation driver models with Spiking Neural Networks
par: Morando, Alberto
Publié: (2025)
par: Morando, Alberto
Publié: (2025)
SpikingGamma: Surrogate-Gradient Free and Temporally Precise Online Training of Spiking Neural Networks with Smoothed Delays
par: Koopman, Roel, et autres
Publié: (2026)
par: Koopman, Roel, et autres
Publié: (2026)
Bullet Trains: Parallelizing Training of Temporally Precise Spiking Neural Networks
par: Morrill, Todd, et autres
Publié: (2026)
par: Morrill, Todd, et autres
Publié: (2026)
Curriculum Design Helps Spiking Neural Networks to Classify Time Series
par: Sun, Chenxi, et autres
Publié: (2023)
par: Sun, Chenxi, et autres
Publié: (2023)
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks
par: Venkatesh, Sreyes, et autres
Publié: (2024)
par: Venkatesh, Sreyes, et autres
Publié: (2024)
Extending Spike-Timing Dependent Plasticity to Learning Synaptic Delays
par: Dominijanni, Marissa, et autres
Publié: (2025)
par: Dominijanni, Marissa, et autres
Publié: (2025)
Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency
par: Yao, Yunpeng, et autres
Publié: (2024)
par: Yao, Yunpeng, et autres
Publié: (2024)
Forward Direct Feedback Alignment for Online Gradient Estimates of Spiking Neural Networks
par: Bacho, Florian, et autres
Publié: (2024)
par: Bacho, Florian, et autres
Publié: (2024)
Neuromorphic Graph Anomaly Detection via Adaptive STDP and Spiking Graph Neural Networks
par: Fofanah, Abdul Joseph, et autres
Publié: (2026)
par: Fofanah, Abdul Joseph, et autres
Publié: (2026)
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
par: Yu, Chengting, et autres
Publié: (2024)
par: Yu, Chengting, et autres
Publié: (2024)
On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels
par: Moshruba, Ayana, et autres
Publié: (2025)
par: Moshruba, Ayana, et autres
Publié: (2025)
Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control
par: Xu, Zijie, et autres
Publié: (2025)
par: Xu, Zijie, et autres
Publié: (2025)
Contrastive-Signal-Dependent Plasticity: Self-Supervised Learning in Spiking Neural Circuits
par: Ororbia, Alexander
Publié: (2023)
par: Ororbia, Alexander
Publié: (2023)
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks
par: Zhu, Rui-Jie, et autres
Publié: (2023)
par: Zhu, Rui-Jie, et autres
Publié: (2023)
A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
par: Meng, Qingyan, et autres
Publié: (2025)
par: Meng, Qingyan, et autres
Publié: (2025)
Gradient-Free Continual Learning in Spiking Neural Networks via Inter-Spike Interval Regularization
par: Roy, Samrendra, et autres
Publié: (2026)
par: Roy, Samrendra, et autres
Publié: (2026)
Documents similaires
-
Spiking Synaptic Penalty: Appropriate Penalty Term for Energy-Efficient Spiking Neural Networks
par: Suetake, Kazuma, et autres
Publié: (2023) -
Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks
par: Adams, Dylan, et autres
Publié: (2024) -
Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
par: Xiao, Mingqing, et autres
Publié: (2024) -
SPEAR: Structured Pruning for Spiking Neural Networks via Synaptic Operation Estimation and Reinforcement Learning
par: Xie, Hui, et autres
Publié: (2025) -
Learning Long Sequences in Spiking Neural Networks
par: Stan, Matei Ioan, et autres
Publié: (2023)