Tang, Huajin
- Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation
2023/04/12 by Qi Xu, Xu, Qi, Yaxin Li +9 · 12 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Darwin3: A large-scale neuromorphic chip with a Novel ISA and On-Chip Learning
2023/12/29 by Ma, De, Jin, Xiaofei, Sun, Shichun +8 · 11 citations
#FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural and Evolutionary Computing (cs.NE)
- ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks
2023/06/06 by Jiangrong Shen, Shen, Jiangrong, Qi Xu +9 · 6 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
- Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks
2022/10/12 by Feng, Lang, Liu, Qianhui, Tang, Huajin +2 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Spiking Neural Network for Ultra-low-latency and High-accurate Object Detection
2023/06/21 by Jinye Qu, Qu, Jinye, Zeyu Gao +9 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE)
- EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks
2024/03/19 by Ziming Wang, Ziling Wang, Wang, Ziming +11 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Toward Large-scale Spiking Neural Networks: A Comprehensive Survey and Future Directions
2024/08/19 by Yangfan Hu, Hu, Yangfan, Zheng Qian +7 · 4 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural dynamics and brain function
- Emergence and reconfiguration of modular structure for synaptic neural networks during continual familiarity detection
2023/11/10 by Gu, Shi, Mattar, Marcelo G, Tang, Huajin +1 · 2 citations
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)
- Spiking Deep Residual Network
2018/04/28 by Yangfan Hu, Hu, Yangfan, Huajin Tang +3 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Physical Unclonable Functions (PUFs) and Hardware Security
- Robust Environmental Sound Recognition with Sparse Key-point Encoding and Efficient Multi-spike Learning
2019/02/04 by Qiang Yu, Yu, Qiang, Yanli Yao +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Animal Vocal Communication and Behavior #FOS: Computer and information sciences #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Neuroscience and Music Perception
- Spiking Neural Networks for Temporal Processing: Status Quo and Future Prospects
2025/02/13 by Chenxiang Ma, Xinyi Chen, Ma, Chenxiang +17 · 4 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Unleashing the Potential of Spiking Neural Networks for Sequential Modeling with Contextual Embedding
2023/08/29 by Xinyi Chen, Chen, Xinyi, Jibin Wu +7 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes
2023/06/21 by Ma, Gehua, Jiang, Runhao, Yan, Rui +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
- Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks
2023/04/19 by Qi Xu, Xu, Qi, Yaxin Li +11 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning
2024/12/17 by Wenyao Ni, Jiangrong Shen, Ni, Wenyao +5 · 2 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
- ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling
2023/10/23 by Zhan, Qiugang, Tao, Ran, Xie, Xiurui +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Enhancing SNN-based Spatio-Temporal Learning: A Benchmark Dataset and Cross-Modality Attention Model
2024/10/21 by Shibo Zhou, Bo Yang, Zhou, Shibo +11 · 2 citations
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Text and Document Classification Technologies
- EBAD-Gaussian: Event-driven Bundle Adjusted Deblur Gaussian Splatting
2025/04/14 by Yufei Deng, Deng, Yufei, Yuanjian Wang +14 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
- Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
2025/05/12 by Qi Xu, Xu, Qi, Jie Deng +9 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #EEG and Brain-Computer Interfaces
- GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL
2024/04/24 by Qin, Lang, Wang, Ziming, Jiang, Runhao +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE)
- Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks
2024/01/08 by Xu, Qi, Gao, Yuyuan, Shen, Jiangrong +4 · 1 citation
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Spiking GS: Towards High-Accuracy and Low-Cost Surface Reconstruction via Spiking Neuron-based Gaussian Splatting
2024/10/09 by Zhang, Weixing, Li, Zongrui, Ma, De +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences