Buckley, Christopher L.
- Predictive Coding Approximates Backprop along Arbitrary Computation Graphs
2020/06/07 by Beren Millidge, Millidge, Beren, Alexander Tschantz +3 · 3 voices · 11 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function #cs.LG #cs.NE
- Pretraining Language Models with Human Preferences
2023/02/16 by Tomasz Korbak, Korbak, Tomasz, Kejian Shi +13 · 1 voice · 30 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
- 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 · 13 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)
- Active Inference in Robotics and Artificial Agents: Survey and Challenges
2021/12/03 by Pablo Lanillos, Cristian Meo, Lanillos, Pablo +19 · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning and Algorithms #Robotics (cs.RO) #Single-cell and spatial transcriptomics
- Reinforcement Learning through Active Inference
2020/02/28 by Alexander Tschantz, Tschantz, Alexander, Beren Millidge +4 · 14 citations
Computer Science · Neuroscience · #Reinforcement Learning in Robotics #Embodied and Extended Cognition #Neural dynamics and brain function
- Brain-inspired Computational Intelligence via Predictive Coding
2023/08/15 by Tommaso Salvatori, Ankur Mali, Salvatori, Tommaso +12 · 2 voices · 3 citations
Computer Science · #Computability, Logic, AI Algorithms #Machine Learning in Healthcare #Neural Networks and Applications #cs.AI #cs.LG #cs.NE
- μPC: Scaling Predictive Coding to 100+ Layer Networks
2025/05/19 by Francesco Innocenti, Innocenti, Francesco, El Mehdi Achour +3 · 3 voices · 3 citations
Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #Neural dynamics and brain function #Stochastic Gradient Optimization Techniques #cs.AI #cs.LG #cs.NE
- Scaling active inference
2019/11/24 by Tschantz, Alexander, Baltieri, Manuel, Seth, Anil. K. +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Control as Hybrid Inference
2020/07/11 by Alexander Tschantz, Tschantz, Alexander, Beren Millidge +4 · 1 citation
Computer Science · Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Variational Bayes Gaussian Splatting
2024/10/04 by Toon Van de Maele, Ozan Çatal, Van de Maele, Toon +7 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems
- 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 · 2 citations
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)
- Attention: Marginal Probability is All You Need?
2023/04/07 by Singh, Ryan, Buckley, Christopher L. · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- 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
- Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
2024/08/21 by Innocenti, Francesco, Achour, El Mehdi, Singh, Ryan +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)