Friston, Karl
- From pixels to planning: scale-free active inference
2024/07/27 by Karl Friston, Friston, Karl, Conor Heins +17 · 3 voices · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #92 #F.1.1 #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #cs.LG #q-bio.NC
- Sophisticated Inference
2020/06/07 by Karl Friston, Friston, Karl, Lancelot Da Costa +7 · 9 citations
Computer Science · Arts and Humanities · Decision Sciences · #Computability, Logic, AI Algorithms #Philosophy and History of Science #Game Theory and Applications
- A free energy principle for a particular physics
2019/06/24 by Friston, Karl · 7 citations
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- 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
- Deep active inference agents using Monte-Carlo methods
2020/06/07 by Zafeirios Fountas, Noor Sajid, Fountas, Zafeirios +5 · 5 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Embodied and Extended Cognition #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (stat.ML) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Reinforcement Learning in Robotics
- Bayesian model reduction
2018/05/18 by Karl Friston, Friston, Karl, Thomas Parr +3 · 5 citations
Computer Science · #Bayesian Modeling and Causal Inference #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models
- SPM 25: open source neuroimaging analysis software
2025/01/21 by Tim M. Tierney, Nicholas Alexander, Nicholas A. Alexander +43 · 4 voices · 1 citation
Medicine · Neuroscience · #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Brain Tumor Detection and Classification
- A World unto Itself: Human Communication as Active Inference
2019/06/25 by Vasil, Jared, Badcock, Paul B., Constant, Axel +2 · 2 citations
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- Neural and phenotypic representation under the free-energy principle
2020/08/07 by Ramstead, Maxwell J. D., Hesp, Casper, Tschantz, Alec +3 · 2 citations
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- Active Inference Tree Search in Large POMDPs
2021/03/25 by Domenico Maisto, Maisto, Domenico, Francesco Gregoretti +5 · 3 citations
Computer Science · #Machine Learning and Algorithms #AI-based Problem Solving and Planning #Explainable Artificial Intelligence (XAI)
- Mortal Computation: A Foundation for Biomimetic Intelligence
2023/11/16 by Ororbia, Alexander, Friston, Karl · 3 citations
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- Natural Language Syntax Complies with the Free-Energy Principle
2022/10/27 by Murphy, Elliot, Holmes, Emma, Friston, Karl · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Self-orthogonalizing attractor neural networks emerging from the free energy principle
2025/05/28 by Tamás Spisák, Tamas Spisak, Spisak, Tamas +2 · 3 voices · 2 citations
Neuroscience · Computer Science · #Embodied and Extended Cognition #Neural dynamics and brain function #Generative Adversarial Networks and Image Synthesis
- Action and Perception as Divergence Minimization
2020/09/03 by Danijar Hafner, Pedro A. Ortega, Hafner, Danijar +9 · 3 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Embodied and Extended Cognition #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Control flow in active inference systems
2023/02/25 by Chris Fields, Filippo Fabrocini, Fields, Chris +11 · 3 citations
Neuroscience · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Biological Physics (physics.bio-ph) #FOS: Biological sciences #FOS: Physical sciences #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Sentient Self-Organization: Minimal dynamics and circular causality
2017/05/18 by Sengupta, Biswa, Friston, Karl · 1 citation
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- Neural representation in active inference: using generative models to interact with -- and understand -- the lived world
2023/10/23 by Giovanni Pezzulo, Leo D’Amato, Leo D'Amato +12 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · Psychology · #Action Observation and Synchronization #Embodied and Extended Cognition #q-bio.NC
- Markov Blankets in the Brain
2020/06/04 by Hipolito, Ines, Ramstead, Maxwell, Convertino, Laura +3 · 1 citation
#Biological Physics (physics.bio-ph) #FOS: Biological sciences #FOS: Physical sciences #Neurons and Cognition (q-bio.NC)
- Hierarchical generative modelling for autonomous robots
2023/08/15 by Kai Yuan, Yuan, Kai, Noor Sajid +5 · 2 citations
Psychology · Computer Science · Engineering · #Action Observation and Synchronization #Reinforcement Learning in Robotics #Human Motion and Animation
- The inner screen model of consciousness: applying the free energy principle directly to the study of conscious experience
2023/04/15 by Ramstead, Maxwell J. D., Albarracin, Mahault, Kiefer, Alex +4 · 1 citation
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity
2023/06/23 by Novelli, Leonardo, Friston, Karl, Razi, Adeel · 1 citation
#Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Neurons and Cognition (q-bio.NC) #and Science (cs.CE)
- Canonical Cortical Field Theories
2023/08/21 by Cooray, Gerald K., Cooray, Vernon, Friston, Karl · 1 citation
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- A Rosetta Stone Hypothesis for Neurophenomenology: Mathematical Predictions from Predictive Processing
2024/09/30 by Lancelot Da Costa, Da Costa, Lancelot, Anil K. Seth +7 · 3 voices
#q-bio.NC
- Meta-Representational Predictive Coding: Neuroscience-Informed Self-Supervised Learning
2025/03/22 by Alexander G. Ororbia, Ororbia, Alexander, Karl Friston +3 · 1 citation
Neuroscience · Computer Science · #Face Recognition and Perception #Embodied and Extended Cognition #Generative Adversarial Networks and Image Synthesis
- Possible Principles for Aligned Structure Learning Agents
2024/09/30 by Lancelot Da Costa, Da Costa, Lancelot, Tomáš Gavenčiak +13 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Neurons and Cognition (q-bio.NC)