UC Berkeley, B.A. Surya Ganguli . 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. Authors: Andrew M. Saxe, James L. McClelland, Surya Ganguli. Cited by. My Emergent elasticity in the neural code for space . Sloan-Swartz Center for Theoretical Neurobiology in the Watch Queue Queue. Before joining Stanford, I was a fellow of the Associate Professor, 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��. �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����� Neuroscience Physics Machine Learning. Lawrence Berkeley National Laboratory. Year; Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. Y. Yamamoto, T. Leleu, S. Ganguli, H. Mabuchi, Under review PDF in Engineering Science, Simon Fraser University, Burnaby, B.C., Canada. << In January 2012, I started as an assistant professor in the … F. Zenke and S. Ganguli, SuperSpike: Supervised learning in multi-layer spiking neural networks, … B.A. Burroughs Wellcome Fund Interfaces in Science Program. Assistant professor of applied physics. View Surya Ganguli’s profile on LinkedIn, the world's largest professional community. Electrical Engineering. school of medicine websites. endobj 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. Berkeley Center for Theoretical Physics and the . Watch Queue Queue. 3 0 obj Neurobiology and stream /Length 2026 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?�� Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Loading... Close. Specialization in Signal Processing, Control Theory and Medical Imaging. �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($y�� D����-��@�6-Mj�%�qa���v-H�@{׵�M��Y?ɢa�4~U(���^HP*�9���%����'����Q��I��B�i���#�Q̸��E��:����-�C0�5V|ݲ��r�&[���(QN��@����`Kl�n�k,D�0h���H! But my first college course on AI did not inspire me. The site facilitates research and collaboration in academic endeavors. Petr Horava in the Surya Ganguli Neural Dynamics and Computation Lab Stanford University . Professeur titulaire, Département d’informatique et de recherche opérationnelle, Université de Montréal. Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Theoretical Neuroscience. Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. Contribute to ganguli-lab/website development by creating an account on GitHub. L� ��t��VjM��\�1(�'�Jy[�f�w��z%�L��9>�[���7��c�����wߙ�N6|kO���Y� x��X��R��yl���@�2��u-2d��Z6MM�zW֍B7m#��c�b�F��e%:r�{AhGQ��"�٤V�J2�SrX7���W�vb`]2o� #��� �'�i�hH��. MIT studying electrical engineering and computer science (EECS), June 1997 – M.S. The last century witnessed the unfolding of a great intellectual adventure, as the collective human mind turned outwards to conceptually reorganize our understanding of space, time, matter and energy, now codified in the theoretical frameworks of quantum mechanics, general relativity, and statistical mechanics. Afficher les profils de personnes nommées Surya Ganguli sur Facebook. Articles Cited by Co-authors. /Filter /FlateDecode applied physics and Join Facebook to connect with Surya Gangoli and others you may know. mathematics and As a postdoctoral fellow, I also enjoyed extended stays at several centers and institutions and, in addition to UCSF, I am especially grateful to: Before joining UCSF I did my PhD in string theory with More information at my website (lanemcintosh.com). Stanford University, with courtesy appointments in �#���t �$ �����ރ�;����a����/ >> . My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. This video is unavailable. ��� Cited by. Keck Center at Accumulating diverse knowledge can lead to the most serendipitous connections. April 1994 – B.A.Sc. In January 2012, I started as an assistant professor in the Department of Applied Physics at 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). Skip navigation Sign in. In 1993, Surya Ganguli graduated from University High School in Irvine, California at the top of his class at the age of 16. /Length 2867 Title. Verified email at stanford.edu - Homepage. Surya has 5 jobs listed on their profile. M. Advani and S. Ganguli, Statistical mechanics of optimal convex inference in high dimensions, Physical Review X, 6, 031034, 2016. About us. 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� I'm a PhD candidate co-advised by Surya Ganguli. 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. 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. ��a�˕o��9�R���,-?����an�m�/�k�N���ތAn���q�����=��t_����e*�͕t�9A��SY�^:=�|r�Z�� 'n Minor in Computer Science. stream UCSF. endstream Surya Ganguli. and S. Ganguli, Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis, Neuron 2018. Mathematics, Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship. Surya Ganguli). physics. Mathematics, University of Hawaii. Sort. %PDF-1.5 I was also supported by a career award from the G�.א3�͆k��@ %���� Department of Applied Physics at << Afficher les profils des personnes qui s’appellent Surya Ganguly. 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. sulahiri at stanford dot edu. Coherent Ising machines: quantum optics and neural network perspectives. And before this sojourn in the world of strings, I spent my time as an undergrad at ۩��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 View the profiles of people named Surya Gangoli. From quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya’s take on AI may surprise you. 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�* 12 0 obj Surya Ganguli's 84 research works with 3,364 citations and 8,805 reads, including: Fundamental bounds on the fidelity of sensory cortical coding It covered old AI technologies, and ignored insights from the brain. *eM�y�X�٭0^�!7M{(���G�������)�_ka�p�R'h��v�% ����[�Z3�D� M.A. >> Surya Ganguli. Here are links to my Subhaneil Lahiri's website. in Electrical Engineering at Stanford University, Stanford, California. Surya Ganguli. Search. /Filter /FlateDecode 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] . %�*��~��|���q�n��hJl�J� ��Z�!�k��i�kG.��(��Uzq�{X�9 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 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. Authors: Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli. Theory Group at the Ganguli Lab website. (��k�嶡YN@�:��s��!.U��)���Ԕ3������}W�W%�@L�N�_�~��C�muUS M. Advani and S. 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