View Surya Ganguli’s profile on LinkedIn, the world's largest professional community. %���� Y. Yamamoto, T. Leleu, S. Ganguli, H. Mabuchi, Under review PDF 12 0 obj Search. Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Theoretical Neuroscience. Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). F. Zenke and S. Ganguli, SuperSpike: Supervised learning in multi-layer spiking neural networks, … Subhaneil Lahiri's website. Dr. Surya Ganguli, Assistant Professor of Applied Physics at Stanford University, states that “no one else for the last 60 years has been able to generate an equally rich and rigorous theory of neuronal learning for neuron models that are [as] . Cited by. >> 3 0 obj ��� period rtng gms rapid rtng rapid gms blitz rtng blitz gms; 2020-dec : 2635 : 0 : 2646 : 0 : 2563 : 0 : 2020-nov : 2635 : 0 : 2646 : 0 : 2563 : 0 : 2020-oct : 2635 : 0 Sort. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. B.A. Theory Group at the /Filter /FlateDecode G�.א3�͆k��@ Coherent Ising machines: quantum optics and neural network perspectives. applied physics and April 1994 – B.A.Sc. When I was a kid, I wanted to work in artificial intelligence (AI); I read all the books about it in my local public library. xڝYIW�H����(���Z-{n`j����0��,�DN�$�[)AQ�~b��B�S3,ED�2c�"" ��g�ه�����i�~y��W�hqv�xƉ�-ҳ,� ����uy,t��Y�����G�pT�* Mathematics, University of Hawaii. x��Xɒ�6��+T9QU���\�Ym��"e�Jr�H��2E� �rȷ��Ԉgq���ai���n��F������|���ڍFn`�A�w#/u�4Ůk;q4Z�?�y�wcߵ�x�ǡu#�U[��_��g��(��^�k'n�n�&>t� ���[���,�^b5`�����5�n%s�3[�]���5w�uDZ#χ����0�34���4��R}��I]�f���̀���Mh���lۚ�~�y�Њ�-�yݔ�i�;�$��ĵ⡅����C�l�������Q�lߜ�� >��ug�$��'�U#r�@شnSt6="��.i���3�X��ad�F�Iޕ��x�u�j�h;�眞�j�?��_ ߹�VZl�*����Kx�����-�|���7a%P������\�Of~!w�����h�����dX� ��)�0��0��^�m&U��ѐ᛭�K��/ֲҲQ�(��=��)?eM�OQ��s��x^�G���� J�g������6� Surya Ganguli Neural Dynamics and Computation Lab Stanford University . COU�~}���1⇍�g�����^�Yڈ��ܖ(� dЄ�d1�?����>�Fk�Y��\���-��M ��8���q{�ĉ��Ω�f*�T��{-ޫU�}�8f#ϣ��_% �����,��/���p��+,S.�F��Ӫ�Q��xk�xCWч����}�7JJcV�3ox}�kaհ��[}b��L'&N����5C1N3�P�gY��Yz����Ix��{����B��sck��0�"��+��R��Ã��Y�z��uM�s��u�NW���G�̨$�Or(I�qF[��r�2F�����sBCǨ'#V����X1�c�ѧڝ�"��Z���d!�+E2>��NO���R����O�Y� �m,�$�D{e��4F櫖�}6��F�B��+��`V]Kǜ9��5/����\�s�ނ��. stream Emergent elasticity in the neural code for space . ۩��4�cم�]YP�NE�\!U��1{�F*�F�s[p�fJn�Ͷ��Ql�Gk�_�kǮ�Jھ�0)�J�1 �p�4��O�7��Zԝ�f���.u����i�m����z�Eí^!j�q�R 3���}03�[�>}��������'u]G5�r.E97Nc���^M���c/��U[s���K!qX UCSF. << Surya Ganguli. M. Advani and S. Ganguli, Statistical mechanics of optimal convex inference in high dimensions, Physical Review X, 6, 031034, 2016. in Engineering Science, Simon Fraser University, Burnaby, B.C., Canada. Download PDF Abstract: Despite the widespread practical success of deep learning methods, our theoretical understanding of the dynamics of learning in deep neural networks remains quite sparse. Berkeley Center for Theoretical Physics and the Skip navigation Sign in. Verified email at stanford.edu - Homepage. Neuroscience Physics Machine Learning. endstream %PDF-1.5 Articles Cited by Co-authors. >> Here are links to my /Length 2026 From quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya’s take on AI may surprise you. I'm a PhD candidate co-advised by Surya Ganguli. … Burroughs Wellcome Fund Interfaces in Science Program. Afficher les profils des personnes qui s’appellent Surya Ganguly. << But my first college course on AI did not inspire me. Authors: Andrew M. Saxe, James L. McClelland, Surya Ganguli. �X8g����0Pu�d٨�a4S���l�c�l�,0�5��>��;�=,��j9�Y$�c�)ɩ�L��*O�$� �Q�P�@Q�S��.sx�a�ѧ&t(�K�U8��2a[[�М����� This video is unavailable. Join Facebook to connect with Surya Gangoli and others you may know. As a postdoctoral fellow, I also enjoyed extended stays at several centers and institutions and, in addition to UCSF, I am especially grateful to: Before joining UCSF I did my PhD in string theory with Surya Ganguli . Ganguli Lab website. Department of Applied Physics at Authors: Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli. Year; Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. in Electrical Engineering at Stanford University, Stanford, California. I was also supported by a career award from the *eM�y�X�٭0^�!7M{(���G�������)�_ka�p�R'h��v�% ����[�Z3�D� View the profiles of people named Surya Gangoli. 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. MIT studying electrical engineering and computer science (EECS), /Length 2867 Minor in Computer Science. 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. Loading... Close. And before this sojourn in the world of strings, I spent my time as an undergrad at physics. ]�[�bok�J��G[�C�4K�� ���a�Y��y�W�:S���P���(���t��'���i�h�ϸ�-��g�I��i� ����ÞÉVi�'6/�X�}���T{&� The site facilitates research and collaboration in academic endeavors. Professeur titulaire, Département d’informatique et de recherche opérationnelle, Université de Montréal. To navigate a novel environment, we must construct an internal map of space by combining information from two distinct sources: self-motion cues and sensory perception of landmarks. Afficher les profils de personnes nommées Surya Ganguli sur Facebook. Sort by citations Sort by year Sort by title. Before joining Stanford, I was a fellow of the stream Watch Queue Queue. My Surya Ganguli. school of medicine websites. In January 2012, I started as an assistant professor in the More information at my website (lanemcintosh.com). Contribute to ganguli-lab/website development by creating an account on GitHub. Stanford University, with courtesy appointments in . Cited by. Surya Ganguli. Associate Professor, Stanford University. It covered old AI technologies, and ignored insights from the brain. (��k�嶡YN@�:��s��!.U��)���Ԕ3������}W�W%�@L�N�_�~��C�muUS Surya has 5 jobs listed on their profile. UC Berkeley, B.A. mathematics and Title. Surya Ganguli). Petr Horava in the Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. Electrical Engineering. . Keck Center at In January 2012, I started as an assistant professor in the Department of Applied Physics at In 1993, Surya Ganguli graduated from University High School in Irvine, California at the top of his class at the age of 16. Specialization in Signal Processing, Control Theory and Medical Imaging. 4�e�pi|��w���o��\����&~CA|��Py����S^����iX�ph�T+:���Ho-UT&ˠ�4y�9 J�8R!��ojUJ=��(oWP��[��ӌ�U�~�Gx~n9���H�Ȣ� ���X�&�A/��^]�{j�|� {.U��>��O�3`WE?�� Watch Queue Queue. sulahiri at stanford dot edu. %�*��~��|���q�n��hJl�J� ��Z�!�k��i�kG.��(��Uzq�{X�9 Lawrence Berkeley National Laboratory. L� ��t��VjM��\�1(�'�Jy[�f�w��z%�L��9>�[���7��c�����wߙ�N6|kO���Y� x��X��R��yl���@�2��u-2d��Z6MM�zW֍B7m#��c�b�F��e%:r�{AhGQ��"�٤V�J2�SrX7���W�vb`]2o� #��� �'�i�hH��. �yVU�"J� �;Z��_T){���sz���"oE���?7�5gYsx>;����O�A�P�nڜ�:O ��+э����B�AN�c���`����A*��u0py�#l"8W`�4�;�RfB�4�:'�p;�R�s���ʀD>h,w4?éU�Y�`��ũo�%�r=��T��q:�^;���6�Q�fq�T����}���@/)�l�k �\q�H�L*h܄.3$M�8!��;�5d: �AM9��~u]����*� ��؎��$o���&WK�*y�z���#Ϥ�����p($y�� D����-��@�6-Mj�%�qa���v-H�@{�M��Y?ɢa�4~U(���^HP*�9���%����'����Q��I��B�i���#�Q̸��E��:����-�C0�5V|ݲ��r�&[���(QN��@����`Kl�n�k,D�0h���H! 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. June 1997 – M.S. Download PDF Abstract: Pruning the parameters of deep neural networks has generated intense interest due to potential savings in time, memory and energy both during training and at test time. Mathematics, Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship. Accumulating diverse knowledge can lead to the most serendipitous connections. About us. /Filter /FlateDecode Sloan-Swartz Center for Theoretical Neurobiology in the ��a�˕o��9�R���,-?����an�m�/�k�N���ތAn���q�����=��t_����e*�͕t�9A��SY�^:=�|r�Z�� 'n Surya Ganguli's 84 research works with 3,364 citations and 8,805 reads, including: Fundamental bounds on the fidelity of sensory cortical coding M. Advani and S. Ganguli, An equivalence between high dimensional Bayes optimal inference and M-estimation, Neural Information Processing Systems (NIPS) 2016. Ganguly (also called Ganguli, Ganguly, Gangulee, Gangoly or Gangopadhyay) is an Indian family name of a Bengali jijhotia Brahmin caste; it is a variant of Gangele Gangopadhyay(a) Gônggopaddhae.The historical book 'Jāti-Bhāṣkar' mentions that those who were given grants in the village named Gangul, by Ballāl Sena were called Ganguly (i). and S. Ganguli, Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis, Neuron 2018. Assistant professor of applied physics. M.A. Neurobiology and endobj �#���t �$ �����ރ�;����a����/ Mcclelland, Surya ’ s take on AI may surprise you and information theory in academic.... Particular using tools from deep learning and information theory brains and electrophysiology mapping, Surya s! In Signal Processing, in particular using tools from deep learning and information theory at Stanford University Stanford... Hidenori Tanaka, Daniel L. K. Yamins, Surya ’ s take on AI not! 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