Sompolinsky, Haim

1. Order parameters and phase transitions of continual learning in deep neural networks
   2024/07/14 by Shan, Haozhe, Li, Qianyi, Sompolinsky, Haim · 2 citations
   #Applied Physics (physics.app-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
2. Optimal quadratic binding for relational reasoning in vector symbolic neural architectures
   2022/04/14 by Naoki Hiratani, Haim Sompolinsky, Hiratani, Naoki +1 · 1 citation
   Computer Science · #Neural Networks and Applications #Neural Networks and Reservoir Computing #Constraint Satisfaction and Optimization
3. When narrower is better: the narrow width limit of Bayesian parallel branching neural networks
   2024/07/26 by Zhang, Zechen, Sompolinsky, Haim · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds
   2023/12/21 by Kuoch, Michael, Chou, Chi-Ning, Parthasarathy, Nikhil +4 · 1 citation
   #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)