Zhaofei Yu
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
2020/07/11 by Wei Fang, Fang, Wei, Zhaofei Yu +9 · 45 citations
Engineering · Neuroscience · #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) #Neural dynamics and brain function
- SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence
2023/10/25 by Wei Fang, Fang, Wei, Yanqi Chen +17 · 45 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks
2021/05/25 by Jianhao Ding, Ding, Jianhao, Zhaofei Yu +5 · 8 citations
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 #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Neural and Evolutionary Computing (cs.NE)
- SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks
2024/03/21 by Xinyu Shi, Zecheng Hao, Shi, Xinyu +3 · 7 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #CCD and CMOS Imaging Sensors
- Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks
2019/04/30 by Yichen Zhang, Zhang, Yichen, Shanshan Jia +13 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Biological sciences #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Robust Stable Spiking Neural Networks
2024/05/31 by Jianhao Ding, Zhiyu Pan, Ding, Jianhao +7 · 3 citations
Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural dynamics and brain function
- One Forward is Enough for Neural Network Training via Likelihood Ratio Method
2023/05/15 by Jinyang Jiang, Jiang, Jinyang, Zeliang Zhang +7 · 1 voice
Computer Science · #Advanced Neural Network Applications #Machine Learning and ELM #Neural Networks and Applications #cs.LG #cs.NE #math.OC
- USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting
2024/11/15 by Kang Chen, Jiyuan Zhang, Chen, Kang +9 · 2 citations
Computer Science · #Image and Object Detection Techniques #Medical Image Segmentation Techniques #Image Processing and 3D Reconstruction
- Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views
2023/07/03 by Jiyuan Zhang, Zhang, Jiyuan, Shiyan Chen +7 · 1 citation
Engineering · Physics and Astronomy · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical Coherence Tomography Applications #Random lasers and scattering media
- SpikeCV: Open a Continuous Computer Vision Era
2023/03/21 by Yajing Zheng, Zheng, Yajing, Jiyuan Zhang +13 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural dynamics and brain function #Photoreceptor and optogenetics research
- Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks
2024/06/01 by Lihao Wang, Zhaofei Yu, Wang, Lihao +1 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Towards Low-latency Event-based Visual Recognition with Hybrid Step-wise Distillation Spiking Neural Networks
2024/09/19 by Xian Zhong, Shengwang Hu, Zhong, Xian +11 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural dynamics and brain function
- Training-free Conversion of Pretrained ANNs to SNNs for Low-Power and High-Performance Applications
2024/09/05 by Tong Bu, Bu, Tong, Maohua Li +3 · 1 citation
Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #GaN-based semiconductor devices and materials #Neural and Evolutionary Computing (cs.NE)
- SpikingMOT: A Spike-Driven Multi-Object Tracker
2026/07/22 by Yiding Sun, Xiangyang Yang, Dongxu Zhang +7
#cs.NE