Theory Is Key To Make Better AI
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Tomaso Poggio, a computational neuroscience pioneer, revolutionized our understanding of visual systems, from flies to humans and their intersection with technology. He is a member of both the Computer Science and Artificial Intelligence Laboratory and of the McGovern Brain Institute. He has a strong interdisciplinary approach; his work currently delves into deep learning mathematics and the computational neuroscience of the visual cortex. Poggio's contributions span regularization theory, biophysics, learning theory, and a groundbreaking model of visual cortex recognition, all stemming from his belief that unraveling learning processes is key to comprehending biological and artificial intelligence.