Alexander Tschantz
- Predictive Coding Approximates Backprop along Arbitrary Computation Graphs
2020/06/07 by Beren Millidge, Millidge, Beren, Alexander Tschantz +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
- Designing Ecosystems of Intelligence from First Principles
2022/12/02 by Karl J Friston, Maxwell J D Ramstead, Alex B Kiefer +17 · 3 voices · 1 citation
#cs.AI #cs.MA #nlin.AO
- Reinforcement Learning through Active Inference
2020/02/28 by Alexander Tschantz, Tschantz, Alexander, Beren Millidge +4 · 10 citations
Computer Science · Neuroscience · #Reinforcement Learning in Robotics #Embodied and Extended Cognition #Neural dynamics and brain function
- Whence the Expected Free Energy?
2021/01/05 by Beren Millidge, Alexander Tschantz, Christopher L. Buckley · 2 citations
Arts and Humanities · Computer Science · Neuroscience · #Computability, Logic, AI Algorithms #Embodied and Extended Cognition #Philosophy and History of Science
- 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
- Supervised structure learning
2023/11/17 by Karl Friston, Friston, Karl J., Lancelot Da Costa +23 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- 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