Qinghai Guo

1. SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models
   2024/08/27 by Shuaijie Shen, Shen, Shuaijie, Chao Wang +13 · 8 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
2. Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation
   2023/03/02 by Yushun Tang, Tang, Yushun, Ce Zhang +13 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
3. Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation
   2023/04/05 by Umais Zahid, Qinghai Guo, Zahid, Umais +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
4. Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation
   2024/06/27 by Yushun Tang, Shuoshuo Chen, Tang, Yushun +9 · 3 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image Processing Techniques and Applications
5. Long-horizon video prediction using a dynamic latent hierarchy
   2022/12/29 by Alexey Zakharov, Qinghai Guo, Zakharov, Alexey +3 · 1 citation
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Mental Health Research Topics #Time Series Analysis and Forecasting
6. SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning
   2024/10/07 by Yan Zhong, Ruoyu Zhao, Zhong, Yan +11 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Robotics and Automated Systems #cs.AI #cs.NE