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Cognitive Systems Engineering @ Cambridge University
https://mlg.eng.cam.ac.uk/cogsys/27 Jan 2023: Cognitive Systems Engineering is a highly interdisciplinary field, drawing from disciplines as diverse as computer science, statistics, neuroscience, engineering, and psychology. ... communications. computational neuroscience. computer vision and image -
Learning Theoretic and Bayesian Inductive Principles
https://mlg.eng.cam.ac.uk/zoubin/LTBIP/27 Jan 2023: Gatsby Computational Neuroscience Unit. ... University College London, UK. The theoretical analysis of systems that learn from data has been an important topic of study in statistics, machine learning, and information theory. -
Abstract
www.memlab.psychol.cam.ac.uk/pubs/Gellersen2022%20CogNeurosci.htm13 Feb 2023: Gellersen, H.M. & Simons, J.S. (2022). Cognitive Neuroscience, 13, 139-140. Systems consolidation theory (SCT) proposes that the hippocampus is not required for retrieval of remote memories. -
paper8-lect0-13
https://mlg.eng.cam.ac.uk/zoubin/p8-07/lect0.pdf27 Jan 2023: Robotics autonomous systems that perceive and act. • Computer vision recognising and modelling images. • ... How does it fit into Information Engineering? • Main research and teaching directions in Division F: – control systems – signal -
Unsupervised Learning A Belief Propagation Demo Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course04/fluffy.pdf27 Jan 2023: Unsupervised Learning. A Belief Propagation Demo. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Unsupervised Learning A Belief Propagation Demo Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course03/fluffy.pdf27 Jan 2023: Unsupervised Learning. A Belief Propagation Demo. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Unsupervised Learning Propagation on Factor Graphs Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course03/factorprop.pdf27 Jan 2023: Unsupervised Learning. Propagation on Factor Graphs. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Unsupervised Learning Lecture 6: Hierarchical and Nonlinear Models…
https://mlg.eng.cam.ac.uk/zoubin/course04/lect6hier.pdf27 Jan 2023: Unsupervised Learning. Lecture 6: Hierarchical and Nonlinear Models. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. ... Nonlinear dynamical systems. • Independent -
Unsupervised Learning Variational Approximations Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course04/lect7var.pdf27 Jan 2023: Unsupervised Learning. Variational Approximations. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Unsupervised Learning Sampling andMarkov Chain Monte Carlo Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course04/lect7mcmc.pdf27 Jan 2023: Unsupervised Learning. Sampling andMarkov Chain Monte Carlo. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science.
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