Spiking Two-Stream Methods with Unsupervised STDP-based Learning for Action Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | El-Assal, Mireille, Tirilly, Pierre, Bilasco, Ioan Marius |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Frozen Backpropagation: Relaxing Weight Symmetry in Deep Spiking Neural Networks
by: Goupy, Gaspard, et al.
Published: (2025)
by: Goupy, Gaspard, et al.
Published: (2025)
Paired Competing Neurons Improving STDP Supervised Local Learning In Spiking Neural Networks
by: Goupy, Gaspard, et al.
Published: (2023)
by: Goupy, Gaspard, et al.
Published: (2023)
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
by: Goupy, Gaspard, et al.
Published: (2024)
by: Goupy, Gaspard, et al.
Published: (2024)
EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks
by: Neumeier, Michael, et al.
Published: (2025)
by: Neumeier, Michael, et al.
Published: (2025)
Spiking Neural Network as Adaptive Event Stream Slicer
by: Cao, Jiahang, et al.
Published: (2024)
by: Cao, Jiahang, et al.
Published: (2024)
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms
by: Wang, Xiao, et al.
Published: (2024)
by: Wang, Xiao, et al.
Published: (2024)
Event-Driven Learning for Spiking Neural Networks
by: Wei, Wenjie, et al.
Published: (2024)
by: Wei, Wenjie, et al.
Published: (2024)
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition
by: Wang, Xiao, et al.
Published: (2023)
by: Wang, Xiao, et al.
Published: (2023)
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition
by: Wang, Yang, et al.
Published: (2024)
by: Wang, Yang, et al.
Published: (2024)
Spiking Diffusion Models
by: Cao, Jiahang, et al.
Published: (2024)
by: Cao, Jiahang, et al.
Published: (2024)
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks
by: Shan, Yimeng, et al.
Published: (2025)
by: Shan, Yimeng, et al.
Published: (2025)
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
by: Fang, Wei, et al.
Published: (2023)
by: Fang, Wei, et al.
Published: (2023)
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network
by: Zhang, Rui, et al.
Published: (2023)
by: Zhang, Rui, et al.
Published: (2023)
Autonomous Driving with Spiking Neural Networks
by: Zhu, Rui-Jie, et al.
Published: (2024)
by: Zhu, Rui-Jie, et al.
Published: (2024)
GazeSCRNN: Event-based Near-eye Gaze Tracking using a Spiking Neural Network
by: Groenen, Stijn, et al.
Published: (2025)
by: Groenen, Stijn, et al.
Published: (2025)
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
by: Yao, Man, et al.
Published: (2024)
by: Yao, Man, et al.
Published: (2024)
Efficient Gesture Recognition on Spiking Convolutional Networks Through Sensor Fusion of Event-Based and Depth Data
by: Steffen, Lea, et al.
Published: (2024)
by: Steffen, Lea, et al.
Published: (2024)
Memory-Free and Parallel Computation for Quantized Spiking Neural Networks
by: Zhang, Dehao, et al.
Published: (2025)
by: Zhang, Dehao, et al.
Published: (2025)
Integer Binary-Range Alignment Neuron for Spiking Neural Networks
by: Ye, Binghao, et al.
Published: (2025)
by: Ye, Binghao, et al.
Published: (2025)
STF: Shallow-Level Temporal Feedback to Enhance Spiking Transformers
by: Zheng, Zeqi, et al.
Published: (2025)
by: Zheng, Zeqi, et al.
Published: (2025)
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition
by: Zheng, Zeqi, et al.
Published: (2025)
by: Zheng, Zeqi, et al.
Published: (2025)
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition
by: Yang, Siyuan, et al.
Published: (2025)
by: Yang, Siyuan, et al.
Published: (2025)
Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network
by: Cheng, Hao, et al.
Published: (2023)
by: Cheng, Hao, et al.
Published: (2023)
Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
by: Bonazzi, Pietro, et al.
Published: (2023)
by: Bonazzi, Pietro, et al.
Published: (2023)
Fully Spiking Neural Networks for Unified Frame-Event Object Tracking
by: Yang, Jingjun, et al.
Published: (2025)
by: Yang, Jingjun, et al.
Published: (2025)
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Network
by: Wang, Ziqing, et al.
Published: (2024)
by: Wang, Ziqing, et al.
Published: (2024)
SU-YOLO: Spiking Neural Network for Efficient Underwater Object Detection
by: Li, Chenyang, et al.
Published: (2025)
by: Li, Chenyang, et al.
Published: (2025)
TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling
by: Zhou, Deming, et al.
Published: (2025)
by: Zhou, Deming, et al.
Published: (2025)
Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields
by: Lin, Ranxi, et al.
Published: (2025)
by: Lin, Ranxi, et al.
Published: (2025)
Timestep-Compressed Attack on Spiking Neural Networks through Timestep-Level Backpropagation
by: Kang, Donghwa, et al.
Published: (2025)
by: Kang, Donghwa, et al.
Published: (2025)
Reliable Brain Tumor Segmentation Based on Spiking Neural Networks with Efficient Training
by: Ghiardelli, Aurora Pia, et al.
Published: (2026)
by: Ghiardelli, Aurora Pia, et al.
Published: (2026)
Revisiting Direct Encoding: Learnable Temporal Dynamics for Static Image Spiking Neural Networks
by: He, Huaxu
Published: (2025)
by: He, Huaxu
Published: (2025)
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling
by: Safa, Ali, et al.
Published: (2024)
by: Safa, Ali, et al.
Published: (2024)
SFATTI: Spiking FPGA Accelerator for Temporal Task-driven Inference -- A Case Study on MNIST
by: Caviglia, Alessio, et al.
Published: (2025)
by: Caviglia, Alessio, et al.
Published: (2025)
SNN-PAR: Energy Efficient Pedestrian Attribute Recognition via Spiking Neural Networks
by: Wang, Haiyang, et al.
Published: (2024)
by: Wang, Haiyang, et al.
Published: (2024)
Energy-Aware Spike Budgeting for Continual Learning in Spiking Neural Networks for Neuromorphic Vision
by: Meem, Anika Tabassum, et al.
Published: (2026)
by: Meem, Anika Tabassum, et al.
Published: (2026)
STOP: Spatiotemporal Orthogonal Propagation for Weight-Threshold-Leakage Synergistic Training of Deep Spiking Neural Networks
by: Gao, Haoran, et al.
Published: (2024)
by: Gao, Haoran, et al.
Published: (2024)
Stabilizing Direct Training of Spiking Neural Networks: Membrane Potential Initialization and Threshold-robust Surrogate Gradient
by: Kook, Hyunho, et al.
Published: (2025)
by: Kook, Hyunho, et al.
Published: (2025)
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping
by: Broni-Bediako, Clifford, et al.
Published: (2024)
by: Broni-Bediako, Clifford, et al.
Published: (2024)
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
by: Qian, Yuanbin, et al.
Published: (2025)
by: Qian, Yuanbin, et al.
Published: (2025)
Similar Items
-
Frozen Backpropagation: Relaxing Weight Symmetry in Deep Spiking Neural Networks
by: Goupy, Gaspard, et al.
Published: (2025) -
Paired Competing Neurons Improving STDP Supervised Local Learning In Spiking Neural Networks
by: Goupy, Gaspard, et al.
Published: (2023) -
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
by: Goupy, Gaspard, et al.
Published: (2024) -
EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks
by: Neumeier, Michael, et al.
Published: (2025) -
Spiking Neural Network as Adaptive Event Stream Slicer
by: Cao, Jiahang, et al.
Published: (2024)