Image de couverture de livre

EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Neumeier, Michael, Lecomte, Jules, Kazinski, Nils, Banik, Soubarna, Li, Bing, von Arnim, Axel
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition Neural and Evolutionary Computing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

TONUS: Neuromorphic human pose estimation for artistic sound co-creation
par: Lecomte, Jules, et autres
Publié: (2025)

Dynamic Event-based Optical Identification and Communication
par: von Arnim, Axel, et autres
Publié: (2023)

Scaling Up Resonate-and-Fire Networks for Fast Deep Learning
par: Huber, Thomas E., et autres
Publié: (2025)

CLANE: Continual Learning of Actions on Neuromorphic Hardware from Event Cameras
par: Hajizada, Elvin, et autres
Publié: (2026)

Spiking Two-Stream Methods with Unsupervised STDP-based Learning for Action Recognition
par: El-Assal, Mireille, et autres
Publié: (2023)

SpikePool: Event-driven Spiking Transformer with Pooling Attention
par: Lee, Donghyun, et autres
Publié: (2025)

Spiking and Event-driven Neuromorphic Mamba Models for Efficient Speech Recognition
par: Ahmed, Tauseef, et autres
Publié: (2026)

Spiking Neural Network as Adaptive Event Stream Slicer
par: Cao, Jiahang, et autres
Publié: (2024)

Brain-inspired Computational Modeling of Action Recognition with Recurrent Spiking Neural Networks Equipped with Reinforcement Delay Learning
par: Nadafian, Alireza, et autres
Publié: (2024)

Direct-to-Event Spiking Neural Network Transfer
par: Luu, Nhan Trong, et autres
Publié: (2026)

Efficient Event-based Delay Learning in Spiking Neural Networks
par: Mészáros, Balázs, et autres
Publié: (2025)

Neural Architecture Search of Time-to-First-Spike-Coded Spiking Neural Networks for Efficient Eye-based Emotion Recognition
par: Liu, Qianhui, et autres
Publié: (2025)

Efficient Online Learning for Networks of Two-Compartment Spiking Neurons
par: Yin, Yujia, et autres
Publié: (2024)

A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks
par: Chen, Xinyi, et autres
Publié: (2023)

Sparse Spike Encoding of Channel Responses for Energy Efficient Human Activity Recognition
par: Cicciarella, Eleonora, et autres
Publié: (2026)

Spatiotemporal Radar Gesture Recognition with Hybrid Spiking Neural Networks: Balancing Accuracy and Efficiency
par: Mazzieri, Riccardo, et autres
Publié: (2025)

TEFormer: Structured Bidirectional Temporal Enhancement Modeling in Spiking Transformers
par: Shen, Sicheng, et autres
Publié: (2026)

From Silicon to Spikes: System-Wide Efficiency Gains via Exact Event-Driven Training in Neuromorphic Computing
par: Ferdowsi, Arman, et autres
Publié: (2025)

Stochastic Spiking Neural Networks with First-to-Spike Coding
par: Jiang, Yi, et autres
Publié: (2024)

Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms
par: Wang, Xiao, et autres
Publié: (2024)

TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling
par: Zhang, Shimin, et autres
Publié: (2023)

Parallel Spiking Unit for Efficient Training of Spiking Neural Networks
par: Li, Yang, et autres
Publié: (2024)

Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition
par: Yang, Siyuan, et autres
Publié: (2025)

Spiking Wavelet Transformer
par: Fang, Yuetong, et autres
Publié: (2024)

A Unified Platform to Evaluate STDP Learning Rule and Synapse Model using Pattern Recognition in a Spiking Neural Network
par: Maskeen, Jaskirat Singh, et autres
Publié: (2025)

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

Wafer2Spike: Spiking Neural Network for Wafer Map Pattern Classification
par: Mishra, Abhishek, et autres
Publié: (2024)

Hybrid Temporal-8-Bit Spike Coding for Spiking Neural Network Surrogate Training
par: Nhan, Luu Trong, et autres
Publié: (2025)

SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation
par: Bal, Malyaban, et autres
Publié: (2023)

$SpikePack$: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility
par: Shen, Guobin, et autres
Publié: (2025)

Beyond Rate Coding: Surrogate Gradients Enable Spike Timing Learning in Spiking Neural Networks
par: Yu, Ziqiao, et autres
Publié: (2025)

Expressivity of Spiking Neural Networks
par: Singh, Manjot, et autres
Publié: (2023)

Quantization Meets Spikes: Lossless Conversion in the First Timestep via Polarity Multi-Spike Mapping
par: Zhang, Hangming, et autres
Publié: (2025)

SpikeAtConv: An Integrated Spiking-Convolutional Attention Architecture for Energy-Efficient Neuromorphic Vision Processing
par: Liao, Wangdan, et autres
Publié: (2024)

Event-based Neural Spike Detection Using Spiking Neural Networks for Neuromorphic iBMI Systems
par: Hwang, Chanwook, et autres
Publié: (2025)

P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks
par: Bal, Malyaban, et autres
Publié: (2024)

Robust Stable Spiking Neural Networks
par: Ding, Jianhao, et autres
Publié: (2024)

Spiking Transformer with Spatial-Temporal Attention
par: Lee, Donghyun, et autres
Publié: (2024)

Parallel Training in Spiking Neural Networks
par: Huang, Yanbin, et autres
Publié: (2026)

Fractional-order Spiking Neural Network
par: Ge, Chengjie, et autres
Publié: (2025)