Statistical analysis of neural data, experimental design in neuroscience.
Short-term memory, learning and memory in the brain, computational learning theory.
Image analysis with unsupervised learning, face recognition, facial expression analysis.
Theoretical neurophysiologist and author of The Cerebral Code, How Brains Think.
Constructive learning, computational learning theory, spatial learning, cognitive modelling, incremental learning.
Computer vision, model-based object recognition, face recognition.
Neural computing, error-correcting codes and cryptography using statistical and statistical mechanics techniques.
Learning and inference in complex probabilistic models.
Computational learning, complex probability modelling.