More information at my website (lanemcintosh.com). Surya Ganguli triple majored in physics, mathematics, and electrical engineering and computer science at MIT, completed a PhD in string theory at Berkeley, and a postdoc in theoretical neuroscience at UCSF. Minor in Computer Science. /Filter /FlateDecode Surya Ganguli . �X8g����0Pu�d٨�a4S���l�c�l�,0�5��>��;�=,��j9�Y$�c�)ɩ�L��*O�$� �Q�P�@Q�S��.sx�a�ѧ&t(�K�U8��2a[[�М����� in Electrical Engineering at Stanford University, Stanford, California. and S. Ganguli, Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis, Neuron 2018. Electrical Engineering. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. Verified email at stanford.edu - Homepage. 3 0 obj 12 0 obj April 1994 – B.A.Sc. Neuroscience Physics Machine Learning. /Length 2026 Join Facebook to connect with Surya Gangoli and others you may know. The site facilitates research and collaboration in academic endeavors. Sloan-Swartz Center for Theoretical Neurobiology in the Instructor: Surya Ganguli All higher level cognitive functions, like perception, attention, learning, decision making, and memory, emerge from networks of neurons coupled to each other through synapses. Watch Queue Queue. Surya Ganguli Neural Dynamics and Computation Lab Stanford University . Assistant professor of applied physics. . In January 2012, I started as an assistant professor in the /Filter /FlateDecode Articles Cited by Co-authors. Cited by. The last century witnessed the unfolding of a great intellectual adventure, as the collective human mind turned outwards to conceptually reorganize our understanding of space, time, matter and energy, now codified in the theoretical frameworks of quantum mechanics, general relativity, and statistical mechanics. Mathematics, Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship. UCSF. Loading... Close. Mathematics, University of Hawaii. In January 2012, I started as an assistant professor in the Department of Applied Physics at xڝYIW�H����(���Z-{n`j����0��,�DN�$�[)AQ�~b��B�S3,ED�2c�"" ��g�ه�����i�~y��W�hqv�xƉ�-ҳ,� ����uy,t��Y�����G�pT�* It covered old AI technologies, and ignored insights from the brain. L� ��t��VjM��\�1(�'�Jy[�f�w��z%�L��9>�[���7��c�����wߙ�N6|kO���Y�
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Download PDF Abstract: Despite the widespread practical success of deep learning methods, our theoretical understanding of the dynamics of learning in deep neural networks remains quite sparse. Stanford University, with courtesy appointments in Afficher les profils de personnes nommées Surya Ganguli sur Facebook. Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). M. Advani and S. Ganguli, An equivalence between high dimensional Bayes optimal inference and M-estimation, Neural Information Processing Systems (NIPS) 2016. Contribute to ganguli-lab/website development by creating an account on GitHub. F. Zenke and S. Ganguli, SuperSpike: Supervised learning in multi-layer spiking neural networks, … (��k�嶡YN@�:��s��!.U��)���Ԕ3������}W�W%�@L�N�_�~��C�muUS Before joining Stanford, i was a fellow of the Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Fund! 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