vix.ing · top · new · best · stats · spec

Guoqi Li

  1. SpikingBrain: Spiking Brain-inspired Large Models
    2025/09/05 by Yuqi Pan, Yupeng Feng, Pan, Yuqi +38 · 9 voices · 2 citations
    Engineering · #cs.LG #cs.AI #cs.CL
  2. SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence
    2023/10/25 by Wei Fang, Fang, Wei, Yanqi Chen +17 · 48 citations
    Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
  3. Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
    2020/03/20 by Lei Deng, Guoqi Li, Song Han +2 · 19 citations
    Computer Science · Mathematics · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
  4. Rethinking the performance comparison between SNNS and ANNS
    2019/09/19 by Lei Deng, Yujie Wu, Xing Hu +6 · 16 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications
  5. Deep Directly-Trained Spiking Neural Networks for Object Detection
    2023/07/21 by Qiaoyi Su, Su, Qiaoyi, Yuhong Chou +11 · 19 citations
    Engineering · Neuroscience · #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 dynamics and brain function
  6. Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
    2024/02/15 by Man Yao, Yao, Man, Jiakui Hu +13 · 22 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  7. Training and Inference with Integers in Deep Neural Networks
    2018/02/13 by Shuang Wu, Wu, Shuang, Guoqi Li +5 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Temporal-wise Attention Spiking Neural Networks for Event Streams Classification
    2021/07/25 by Man Yao, Yao, Man, Huanhuan Gao +11 · 10 citations
    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 #Neural Networks and Reservoir Computing
  9. Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection
    2024/07/30 by Xinhao Luo, Man Yao, Luo, Xinhao +7 · 21 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Neural Networks and Applications
  10. Brain-inspired global-local learning incorporated with neuromorphic computing
    2020/06/05 by Yujie Wu, Rong Zhao, Wu, Yujie +25 · 8 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
  11. HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors
    2022/11/17 by Xiao Wang, Wang, Xiao, Zongzhen Wu +13 · 10 citations
    Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Neural and Evolutionary Computing (cs.NE)
  12. Exploring Adversarial Attack in Spiking Neural Networks with Spike-Compatible Gradient
    2020/01/01 by Ling Liang, Liang, Ling, Xing Hu +13 · 5 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Ferroelectric and Negative Capacitance Devices
  13. Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences
    2020/05/02 by Weihua He, He, Weihua, Yujie Wu +15 · 4 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Image and Video Processing (eess.IV) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #electronic engineering #information engineering
  14. Scaling Spike-Driven Transformer With Efficient Spike Firing Approximation Training
    2025/01/20 by Man Yao, Xuerui Qiu, Tianxiang Hu +7 · 17 citations
    Computer Science · Engineering · #Advanced Fiber Optic Sensors #Image and Video Stabilization #Optical Coherence Tomography Applications
  15. Scalable Autoregressive Image Generation with Mamba
    2024/08/22 by Haopeng Li, Jinyue Yang, Li, Haopeng +11 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  16. SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
    2024/07/05 by Xingrun Xing, Boyan Gao, Xing, Xingrun +13 · 7 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  17. Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks
    2023/08/12 by Xuerui Qiu, Ruijie Zhu, Qiu, Xuerui +9 · 5 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
  18. Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
    2025/08/13 by Weigao Sun, Sun, Weigao, Jiaxi Hu +27 · 1 voice · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
  19. High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost
    2024/05/26 by JiaKui Hu, Man Yao, Hu, JiaKui +15 · 6 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  20. SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
    2024/06/05 by Xingrun Xing, Xing, Xingrun, Zheng Zhang +15 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  21. Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation
    2024/12/19 by Zhenxin Lei, Lei, Zhenxin, Yao, Man +10 · 6 citations
    Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Neural and Evolutionary Computing (cs.NE)
  22. Inherent Redundancy in Spiking Neural Networks
    2023/08/16 by Man Yao, Yao, Man, Jiakui Hu +11 · 3 citations
    Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
  23. MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
    2024/11/16 by Yuhong Chou, Chou, Yuhong, Yao, Man +16 · 5 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Neural Networks and Applications
  24. RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding
    2024/07/29 by Keming Wu, Man Yao, Wu, Keming +11 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices
  25. Autoregressive Image Generation with Randomized Parallel Decoding
    2025/03/13 by Haopeng Li, Li, Haopeng, Jinyue Yang +5 · 4 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
  26. H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks
    2021/07/25 by Ling Liang, Z. H. Qu, Liang, Ling +15 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
  27. Scaling Linear Attention with Sparse State Expansion
    2025/07/22 by Yuqi Pan, Y. An, Pan, Yuqi +15 · 3 citations
    Computer Science · #Neural Networks and Applications #Blind Source Separation Techniques #Neural Networks and Reservoir Computing
  28. Efficient 3D Recognition with Event-driven Spike Sparse Convolution
    2024/12/10 by Xuerui Qiu, Man Yao, Qiu, Xuerui +13 · 2 citations
    Computer Science · #Image Processing and 3D Reconstruction #Advanced Neural Network Applications #Medical Image Segmentation Techniques
  29. SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network
    2024/07/17 by Kexin Wang, Jiahong Zhang, Wang, Kexin +11 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Robotics and Automated Systems #Speech Recognition and Synthesis
  30. Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning
    2024/08/27 by Yujie Wu, Siyuan Xu, Wu, Yujie +10 · 1 citation
    Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #Artificial Intelligence (cs.AI) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  31. Neuromorphic Object Detection: An In-Depth Study and Future Directions
    2026/07/26 by Jianing Li, Dianze Li, Arren Glover +5
    #cs.CV
  32. GeoMFD: Continual Drone-View Geo-Localization with Geometry-Aware Adapter and Margin-Field Distillation
    2026/07/28 by Zhongwei Chen, Hai-jun Rong, Tao Zhang +4
    #cs.CV
  33. Spiking Neural Networks for fMRI-Based Visual Semantic Decoding
    2026/07/21 by Jiahong Zhang, Jinning Zhao, Sijun Shen +3
    #cs.NE
  34. Beyond Transformers: Linear Attention Policy for Open-Vocabulary Object Goal Navigation
    2026/07/21 by Jiahong Zhang, Yifan Lin, Yandong Zhang +6
    #cs.RO