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Resume (English only)
Background
Professor of Biologically Inspired Computation & Inference, Department of Bioengineering, Imperial College London
Research interests include convolution-based architectures for visual processing since the mid-1990s
Current research focuses on the use of deep networks for inference
Research group covers multiple areas including reinforcement learning, generative modeling, and adversarial learning
Longstanding interest in the nature of representations learned by deep neural networks, motivated by similarities between biological (spiking) and artificial neural networks
Extensive publications in pattern recognition, machine learning, and signal processing
Has substantial experience in traditional 'shallow' computer vision