Christopher L. Buckley

1. Predictive Coding Approximates Backprop along Arbitrary Computation Graphs
   2020/06/07 by Beren Millidge, Alexander Tschantz, Millidge, Beren +3 · 3 voices · 7 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function #cs.LG #cs.NE
2. Pretraining Language Models with Human Preferences
   2023/02/16 by Tomasz Korbak, Korbak, Tomasz, Kejian Shi +13 · 1 voice · 18 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
3. RL with KL penalties is better viewed as Bayesian inference
   2022/05/23 by Tomasz Korbak, Korbak, Tomasz, Ethan Perez +4 · 2 voices · 20 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling #cs.LG #stat.ML
4. The free energy principle for action and perception: A mathematical\n review
   2017/05/24 by Christopher L. Buckley, Chang Sub Kim, Buckley, Christopher L. +5 · 12 citations
   Neuroscience · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Embodied and Extended Cognition #FOS: Biological sciences #Functional Brain Connectivity Studies #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
5. Reinforcement Learning through Active Inference
   2020/02/28 by Alexander Tschantz, Tschantz, Alexander, Beren Millidge +4 · 11 citations
   Computer Science · Neuroscience · #Reinforcement Learning in Robotics #Embodied and Extended Cognition #Neural dynamics and brain function
6. Predictive Coding: a Theoretical and Experimental Review
   2021/07/27 by Beren Millidge, Millidge, Beren, Anil K. Seth +3 · 10 citations
   Neuroscience · Computer Science · #Neural dynamics and brain function #Functional Brain Connectivity Studies #Neural Networks and Applications
7. Brain-inspired Computational Intelligence via Predictive Coding
   2023/08/15 by Tommaso Salvatori, Salvatori, Tommaso, Ankur Mali +12 · 2 voices · 2 citations
   Computer Science · #Computability, Logic, AI Algorithms #Machine Learning in Healthcare #Neural Networks and Applications #cs.AI #cs.LG #cs.NE
8. μPC: Scaling Predictive Coding to 100+ Layer Networks
   2025/05/19 by Francesco Innocenti, El Mehdi Achour, Innocenti, Francesco +3 · 3 voices · 1 citation
   Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #Neural dynamics and brain function #Stochastic Gradient Optimization Techniques #cs.AI #cs.LG #cs.NE
9. Whence the Expected Free Energy?
   2020/04/17 by Beren Millidge, Alexander Tschantz, Millidge, Beren +3 · 3 citations
   Arts and Humanities · Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
10. Hybrid Predictive Coding: Inferring, Fast and Slow
    2022/04/05 by Alexander Tschantz, Beren Millidge, Tschantz, Alexander +4 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Neuroscience · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Visual perception and processing mechanisms
11. Supervised structure learning
    2023/11/17 by Karl Friston, Friston, Karl J., Lancelot Da Costa +23 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
12. Active Inference and Intentional Behaviour
    2023/12/06 by Karl Friston, Friston, Karl J., Tommaso Salvatori +23 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Neuroscience · #Gene Regulatory Network Analysis #Embodied and Extended Cognition #Neural dynamics and brain function
13. R-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models
    2024/09/21 by Viet Dung Nguyen, Nguyen, Viet Dung, Zhizhuo Yang +5 · 1 citation
    Computer Science · Medicine · #68T05 (Secondary) #68T37 #68T40 (Primary) 68T07 #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #G.3 #I.2.10 #I.2.6 #I.2.9 #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Robotics (cs.RO)