Richards, Blake A.
- Assessing the Scalability of Biologically-Motivated Deep Learning\n Algorithms and Architectures
2018/07/12 by Sergey Bartunov, Bartunov, Sergey, Adam Santoro +9 · 29 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Ferroelectric and Negative Capacitance Devices
- Towards deep learning with segregated dendrites
2016/10/01 by Jordan Guergiuev, Guergiuev, Jordan, Timothy Lillicrap +3 · 12 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neuroscience and Neural Engineering
- Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning
2025/12/23 by Seijin Kobayashi, Kobayashi, Seijin, Yanick Schimpf +29 · 5 voices · 1 citation
Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Neural Networks and Reservoir Computing
- Learning Successor Features the Simple Way
2024/10/29 by Raymond Chua, Arna Ghosh, Chua, Raymond +7 · 1 voice · 5 citations
Computer Science · #AI in Service Interactions #cs.LG
- Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists?
2025/05/14 by Anthony GX-Chen, GX-Chen, Anthony, Dongyan Lin +11 · 3 voices · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #cs.AI #cs.CL
- Spike-based causal inference for weight alignment
2019/10/03 by Jordan Guerguiev, Konrad P. Körding, Guerguiev, Jordan +3 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #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)
- Current State and Future Directions for Learning in Biological Recurrent Neural Networks: A Perspective Piece
2021/05/12 by Prince, Luke Y., Eyono, Roy Henha, Boven, Ellen +9 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC)
- Tracing the Representation Geometry of Language Models from Pretraining to Post-training
2025/09/27 by Melody Zixuan Li, Minwei Li, Li, Melody Zixuan +13 · 2 voices · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
2022/06/02 by Liu, Yuhan Helena, Ghosh, Arna, Richards, Blake A. +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)