Chengrui Li

1. Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
   2024/10/12 by Yule Wang, Chengrui Li, Wang, Yule +5 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neurons and Cognition (q-bio.NC)
2. Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models
   2023/06/09 by Yule Wang, Wang, Yule, Zijing Wu +5 · 1 citation
   Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
3. Multi-Region Markovian Gaussian Process: An Efficient Method to Discover Directional Communications Across Multiple Brain Regions
   2024/02/05 by Weihan Li, Li, Weihan, Chengrui Li +5 · 1 citation
   Engineering · Neuroscience · #Advanced Chemical Sensor Technologies #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
4. One-hot Generalized Linear Model for Switching Brain State Discovery
   2023/10/23 by Chengrui Li, Soon Ho Kim, Li, Chengrui +7 · 1 citation
   Computer Science · Neuroscience · #Explainable Artificial Intelligence (XAI) #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)