Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Luo, Xinhao, Yao, Man, Chou, Yuhong, Xu, Bo, Li, Guoqi |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation
by: Lei, Zhenxin, et al.
Published: (2024)
by: Lei, Zhenxin, et al.
Published: (2024)
Spike-driven Large Language Model
by: Xu, Han, et al.
Published: (2026)
by: Xu, Han, et al.
Published: (2026)
SpikingBrain: Spiking Brain-inspired Large Models
by: Pan, Yuqi, et al.
Published: (2025)
by: Pan, Yuqi, et al.
Published: (2025)
Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks
by: Qiu, Xuerui, et al.
Published: (2023)
by: Qiu, Xuerui, et al.
Published: (2023)
High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference Cost
by: Hu, JiaKui, et al.
Published: (2024)
by: Hu, JiaKui, et al.
Published: (2024)
Parallel Training in Spiking Neural Networks
by: Huang, Yanbin, et al.
Published: (2026)
by: Huang, Yanbin, et al.
Published: (2026)
Spike Accumulation Forwarding for Effective Training of Spiking Neural Networks
by: Saiin, Ryuji, et al.
Published: (2023)
by: Saiin, Ryuji, et al.
Published: (2023)
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training
by: Yao, Man, et al.
Published: (2024)
by: Yao, Man, et al.
Published: (2024)
SpikingRTNH: Spiking Neural Network for 4D Radar Object Detection
by: Paek, Dong-Hee, et al.
Published: (2025)
by: Paek, Dong-Hee, et al.
Published: (2025)
Efficient Training of Spiking Neural Networks by Spike-aware Data Pruning
by: Ma, Chenxiang, et al.
Published: (2025)
by: Ma, Chenxiang, et al.
Published: (2025)
RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding
by: Wu, Keming, et al.
Published: (2024)
by: Wu, Keming, et al.
Published: (2024)
SpikeMLLM: Spike-based Multimodal Large Language Models via Modality-Specific Temporal Scales and Temporal Compression
by: Xu, Han, et al.
Published: (2026)
by: Xu, Han, et al.
Published: (2026)
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)
Learning with Spike Synchrony in Spiking Neural Networks
by: Tian, Yuchen, et al.
Published: (2025)
by: Tian, Yuchen, et al.
Published: (2025)
Temporal Regularization Training: Unleashing the Potential of Spiking Neural Networks
by: Zhang, Boxuan, et al.
Published: (2025)
by: Zhang, Boxuan, et al.
Published: (2025)
SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity
by: Zou, Shihao, et al.
Published: (2025)
by: Zou, Shihao, et al.
Published: (2025)
Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network
by: Wu, Dengyu, et al.
Published: (2024)
by: Wu, Dengyu, et al.
Published: (2024)
PrivSpike: Employing Homomorphic Encryption for Private Inference of Deep Spiking Neural Networks
by: Njungle, Nges Brian, et al.
Published: (2025)
by: Njungle, Nges Brian, et al.
Published: (2025)
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting
by: Wang, Shuai, et al.
Published: (2024)
by: Wang, Shuai, et al.
Published: (2024)
All in one timestep: Enhancing Sparsity and Energy efficiency in Multi-level Spiking Neural Networks
by: Castagnetti, Andrea, et al.
Published: (2025)
by: Castagnetti, Andrea, et al.
Published: (2025)
Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning
by: Li, Yaxin, et al.
Published: (2024)
by: Li, Yaxin, et al.
Published: (2024)
Hyperdimensional Decoding of Spiking Neural Networks
by: Kinavuidi, Cedrick, et al.
Published: (2025)
by: Kinavuidi, Cedrick, et al.
Published: (2025)
Fully Spiking Neural Network for Legged Robots
by: Jiang, Xiaoyang, et al.
Published: (2023)
by: Jiang, Xiaoyang, et al.
Published: (2023)
On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis
by: Guan, Junyi, et al.
Published: (2025)
by: Guan, Junyi, et al.
Published: (2025)
SpikeRL: A Scalable and Energy-efficient Framework for Deep Spiking Reinforcement Learning
by: Tahmid, Tokey, et al.
Published: (2025)
by: Tahmid, Tokey, et al.
Published: (2025)
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)
Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks
by: Yin, Huifeng, et al.
Published: (2024)
by: Yin, Huifeng, et al.
Published: (2024)
SpikeFI: A Fault Injection Framework for Spiking Neural Networks
by: Spyrou, Theofilos, et al.
Published: (2024)
by: Spyrou, Theofilos, et al.
Published: (2024)
Binary Spiking Neural Networks as Causal Models
by: Kar, Aditya, et al.
Published: (2026)
by: Kar, Aditya, et al.
Published: (2026)
ADMM-Based Training for Spiking Neural Networks
by: Perin, Giovanni, et al.
Published: (2025)
by: Perin, Giovanni, et al.
Published: (2025)
Efficient 3D Recognition with Event-driven Spike Sparse Convolution
by: Qiu, Xuerui, et al.
Published: (2024)
by: Qiu, Xuerui, et al.
Published: (2024)
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks
by: Xu, Boxun, et al.
Published: (2025)
by: Xu, Boxun, et al.
Published: (2025)
BadSNN: Backdoor Attacks on Spiking Neural Networks via Adversarial Spiking Neuron
by: Miah, Abdullah Arafat, et al.
Published: (2026)
by: Miah, Abdullah Arafat, et al.
Published: (2026)
A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
by: Mentzelopoulos, Georgios, et al.
Published: (2025)
by: Mentzelopoulos, Georgios, et al.
Published: (2025)
Stable Spike: Dual Consistency Optimization via Bitwise AND Operations for Spiking Neural Networks
by: Ding, Yongqi, et al.
Published: (2026)
by: Ding, Yongqi, et al.
Published: (2026)
SpikeExplorer: hardware-oriented Design Space Exploration for Spiking Neural Networks on FPGA
by: Padovano, Dario, et al.
Published: (2024)
by: Padovano, Dario, et al.
Published: (2024)
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
by: Xu, Qi, et al.
Published: (2025)
by: Xu, Qi, et al.
Published: (2025)
Probabilistic Modeling of Spiking Neural Networks with Contract-Based Verification
by: Yao, Zhen, et al.
Published: (2025)
by: Yao, Zhen, et al.
Published: (2025)
Scalable Learning in Structured Recurrent Spiking Neural Networks without Backpropagation
by: Tang, Bo, et al.
Published: (2026)
by: Tang, Bo, et al.
Published: (2026)
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
by: Chou, Yuhong, et al.
Published: (2024)
by: Chou, Yuhong, et al.
Published: (2024)
Similar Items
-
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation
by: Lei, Zhenxin, et al.
Published: (2024) -
Spike-driven Large Language Model
by: Xu, Han, et al.
Published: (2026) -
SpikingBrain: Spiking Brain-inspired Large Models
by: Pan, Yuqi, et al.
Published: (2025) -
Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks
by: Qiu, Xuerui, et al.
Published: (2023) -
High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference Cost
by: Hu, JiaKui, et al.
Published: (2024)