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Christopher L. Buckley

University of Sussex(GB)Advanced Projects Research Incorporated (United States)(US)VERSES (United States)Versar (United States)(US)

Publications by Year

Research Areas

Neural dynamics and brain function, Embodied and Extended Cognition, Neural Networks and Applications, Philosophy and History of Science, Computability, Logic, AI Algorithms

Most-Cited Works

→ The free energy principle for action and perception: A mathematical review(2017)369 cited
→ Learning action-oriented models through active inference(2020)119 cited
→ Simulating homeostatic, allostatic and goal-directed forms of interoceptive control using active inference(2022)94 cited
→ Predictive Coding Approximates Backprop Along Arbitrary Computation Graphs(2022)85 cited
→ Evolutionary Connectionism: Algorithmic Principles Underlying the Evolution of Biological Organisation in Evo-Devo, Evo-Eco and Evolutionary Transitions(2015)83 cited
→ Neural complexity and structural connectivity(2009)72 cited

→ PID Control as a Process of Active Inference with Linear Generative Models(2019)

66 cited

Scaling active inference(2020)

→ Global Adaptation in Networks of Selfish Components: Emergent Associative Memory at the System Scale(2011)59 cited

→ Reinforcement Learning through Active Inference(2020)57 cited