Image de couverture de livre

Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhou, Zhaokun, Che, Kaiwei, Fang, Wei, Tian, Keyu, Zhu, Yuesheng, Yan, Shuicheng, Tian, Yonghong, Yuan, Li
Format:	Preprint
Publié:	2024
Sujets:	Neural and Evolutionary Computing Computer Vision and Pattern Recognition Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Spatial-Temporal Search for Spiking Neural Networks
par: Che, Kaiwei, et autres
Publié: (2024)

Optimal ANN-SNN Conversion with Group Neurons
par: Lv, Liuzhenghao, et autres
Publié: (2024)

Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch
par: Che, Kaiwei, et autres
Publié: (2024)

Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics
par: Xue, Peng, et autres
Publié: (2025)

Winner-Take-All Spiking Transformer for Language Modeling
par: Zhou, Chenlin, et autres
Publié: (2026)

Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods
par: Zhou, Chenlin, et autres
Publié: (2024)

Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
par: Fang, Wei, et autres
Publié: (2023)

Scalable Dendritic Modeling Advances Expressive and Robust Deep Spiking Neural Networks
par: Huang, Yifan, et autres
Publié: (2024)

Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
par: Yao, Man, et autres
Publié: (2024)

Spikingformer: A Key Foundation Model for Spiking Neural Networks
par: Zhou, Chenlin, et autres
Publié: (2023)

ASRC-SNN: Adaptive Skip Recurrent Connection Spiking Neural Network
par: Xu, Shang, et autres
Publié: (2025)

Finding Strong Lottery Ticket Networks with Genetic Algorithms
par: Altmann, Philipp, et autres
Publié: (2024)

Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications
par: Bu, Tong, et autres
Publié: (2024)

An Asynchronous Multi-core Accelerator for SNN inference
par: Chen, Zhuo, et autres
Publié: (2024)

One-Timestep is Enough: Achieving High-performance ANN-to-SNN Conversion via Scale-and-Fire Neurons
par: Chen, Qiuyang, et autres
Publié: (2025)

High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference Cost
par: Hu, JiaKui, et autres
Publié: (2024)

SNNF: An SNN-based Near-Sensor Noise Filter for Dynamic Vision Sensors
par: Yang, Yahan, et autres
Publié: (2026)

TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training
par: Lee, Donghyun, et autres
Publié: (2024)

MorphSNN: Adaptive Graph Diffusion and Structural Plasticity for Spiking Neural Networks
par: Huang, Yongsheng, et autres
Publié: (2026)

MD-SNN: Membrane Potential-aware Distillation on Quantized Spiking Neural Network
par: Lee, Donghyun, et autres
Publié: (2025)

LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization
par: Liu, Qianhui, et autres
Publié: (2024)

Plug-and-Play Homeostatic Spark: Zero-Cost Acceleration for SNN Training Across Paradigms
par: Chen, Rui, et autres
Publié: (2025)

Natively neuromorphic LMU architecture for encoding-free SNN-based HAR on commercial edge devices
par: Fra, Vittorio, et autres
Publié: (2024)

An Event-Driven E-Skin System with Dynamic Binary Scanning and real time SNN Classification
par: Li, Gaishan, et autres
Publié: (2026)

A Survey of Lottery Ticket Hypothesis
par: Liu, Bohan, et autres
Publié: (2024)

Noisy Spiking Actor Network for Exploration
par: Chen, Ding, et autres
Publié: (2024)

Adaptive Spiking Neurons for Vision and Language Modeling
par: Zhou, Chenlin, et autres
Publié: (2026)

A Multiplication-Free Spike-Time Learning Algorithm and its Efficient FPGA Implementation for On-Chip SNN Training
par: Mirsadeghi, Maryam, et autres
Publié: (2026)

An Attempt to Devise a Pairwise Ising-Type Maximum Entropy Model Integrated Cost Function for Optimizing SNN Deployment
par: Huang, Wanhong
Publié: (2024)

CogniSNN: An Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity
par: Huang, Yongsheng, et autres
Publié: (2025)

BrainTransformers: SNN-LLM
par: Tang, Zhengzheng, et autres
Publié: (2024)

QKFormer: Hierarchical Spiking Transformer using Q-K Attention
par: Zhou, Chenlin, et autres
Publié: (2024)

Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
par: Huang, Liwei, et autres
Publié: (2023)

Spiking Neural Networks with Consistent Mapping Relations Allow High-Accuracy Inference
par: Li, Yang, et autres
Publié: (2024)

Towards Scalable Lottery Ticket Networks using Genetic Algorithms
par: Schönberger, Julian, et autres
Publié: (2025)

Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
par: Huang, Liwei, et autres
Publié: (2024)

Multi-strategy Improved Northern Goshawk Optimization for WSN Coverage Enhancement
par: Tian, Yiran, et autres
Publié: (2026)

Towards Lossless ANN-SNN Conversion under Ultra-Low Latency with Dual-Phase Optimization
par: Wang, Ziming, et autres
Publié: (2022)

TS-SNN: Temporal Shift Module for Spiking Neural Networks
par: Yu, Kairong, et autres
Publié: (2025)

A RankNet-Inspired Surrogate-Assisted Hybrid Metaheuristic for Expensive Coverage Optimization
par: Wu, Tongyu, et autres
Publié: (2025)