People
Links
Becker, Sue
http://www.science.mcmaster.ca/Psychology/sb.html
Neural network models of learning and memory, computational neuroscience, unsupervised learning in perceptual systems.
Jordan, Michael I.
http://www.cs.berkeley.edu/~jordan/
Graphical models, variational methods, machine learning, reasoning under uncertainty.
Sejnowski, Terry
http://www.salk.edu/faculty/sejnowski.html
Sensory representation in visual cortex, memory representation and adaptive organization of visuo-motor transformations.
Maass, Wolfgang
http://www.cis.tu-graz.ac.at/igi/maass/
Theory of computation, computation in spiking neurons.
Neal, Radford
http://www.cs.toronto.edu/~radford
Bayesian inference, Markov chain Monte Carlo methods, evaluation of learning methods, data compression.
Adelson, Edward T.
http://www-bcs.mit.edu/people/adelson/
Visual perception, machine vision, image processing.
Brody, Carlos D.
http://www.cns.caltech.edu/~carlos/
Somatosensory working memory, computation with action potentials, design of complex stimuli for sensory neurophysiology.
Dayan , Peter
http://www.gatsby.ucl.ac.uk/~dayan/
Representation and learning in neural processing systems, unsupervised learning, reinforcement learning.
Ballard, Dana H.
http://www.cs.rochester.edu/users/faculty/dana
Visual perception with neural networks.
Freeman, William T.
http://www.merl.com/people/freeman
Bayesian perception, computer vision, image processing.
Ghahramani, Zoubin
http://www.gatsby.ucl.ac.uk/~zoubin
Sensorimotor control, unsupervised learning, probabilistic machine learning.
Jaakkola, Tommi S.
http://www.ai.mit.edu/people/tommi
Graphical models, variational methods, kernel methods.
Jensen, Finn Verner
Graphical models, belief propagation.
Murray, Alan
Neural networks and VLSI hardware.
Oja, Erkki
Unsupervised learning, PCA, ICA, SOM, statistical pattern recognition, image and signal analysis.
Leen, Todd
Online learning, machine learning, learning dynamics.