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SeminarEndedDeep Learning

Unsupervised deep learning identifies semantic disentanglement in single inferotemporal neurons

Google Deepmind

Hosted by NeuroAI UCL

· 70 minutes

Abstract

Irina is a research scientist at DeepMind, where she works in the Froniers team. Her work aims to bring together insights from the fields of neuroscience and physics to advance general artificial intelligence through improved representation learning. Before joining DeepMind, Irina was a British Psychological Society Undergraduate Award winner for her achievements as an undergraduate student in Experimental Psychology at Westminster University, followed by a DPhil at the Oxford Centre for Computational Neuroscience and Artificial Intelligence, where she focused on understanding the computational principles underlying speech processing in the auditory brain. During her DPhil, Irina also worked on developing poker AI, applying machine learning in the finance sector, and working on speech recognition at Google Research."" https://arxiv.org/pdf/2006.14304.pdf

Topics

NeuroAIauditory braincomputational principlesinferotemporal neuronsmachine learningpoker AIrepresentation learningsemantic disentanglement
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