Huihui Zhou
- SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence
2023/10/25 by Wei Fang, Fang, Wei, Yanqi Chen +17 · 73 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- QKFormer: Hierarchical Spiking Transformer using Q-K Attention
2024/03/25 by Chenlin Zhou, Zhou, Chenlin, Han Zhang +17 · 21 citations
Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Neural dynamics and brain function
- Spikingformer: A Key Foundation Model for Spiking Neural Networks
2023/04/24 by Chenlin Zhou, Liutao Yu, Zhou, Chenlin +12 · 13 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods
2024/05/06 by Chenlin Zhou, Zhou, Chenlin, Han Zhang +17 · 12 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse
2023/03/09 by Liwei Huang, Huang, Liwei, Zhengyu Ma +7 · 4 citations
Neuroscience · #FOS: Biological sciences #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neuroinflammation and Neurodegeneration Mechanisms #Neurons and Cognition (q-bio.NC) #Neuroscience and Neuropharmacology Research
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
2023/05/10 by Chenlin Zhou, Han Zhang, Zhou, Chenlin +13 · 4 citations
Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices
- Deep Auto-encoder with Neural Response
2021/11/30 by Xuming Ran, Ran, Xuming, Jie Zhang +11 · 2 citations
Engineering · Neuroscience · #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Visual perception and processing mechanisms
- SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition
2024/06/21 by Liutao Yu, Yu, Liutao, Liwei Huang +11 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Human Pose and Action Recognition
- Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
2023/06/02 by Liwei Huang, Huang, Liwei, Zhengyu Ma +6 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Geographical origin identification of Chinese red wines using ultraviolet-visible spectroscopy coupled with machine learning techniques
2023/03/05 by Hui‐Wen Gu, Hui-Wen Gu, Hui-Hui Zhou +9 · 1 citation
Chemistry · Engineering · Biochemistry, Genetics and Molecular Biology · #Spectroscopy and Chemometric Analyses #Advanced Chemical Sensor Technologies #Metabolomics and Mass Spectrometry Studies
- Bigeminal Priors Variational auto-encoder
2020/10/05 by Xuming Ran, Ran, Xuming, Mingkun Xu +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Speech Recognition and Synthesis