stream sulahiri at stanford dot edu. �#���t �$ �����ރ�;����a����/ applied physics and Surya Ganguli Neural Dynamics and Computation Lab Stanford University . Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. F. Zenke and S. Ganguli, SuperSpike: Supervised learning in multi-layer spiking neural networks, … Articles Cited by Co-authors. 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� school of medicine websites. /Filter /FlateDecode Cited by. Keck Center at endstream Neuroscience Physics Machine Learning. UC Berkeley, B.A. Burroughs Wellcome Fund Interfaces in Science Program. I'm a PhD candidate co-advised by Surya Ganguli. In 1993, Surya Ganguli graduated from University High School in Irvine, California at the top of his class at the age of 16. Neurobiology and Afficher les profils des personnes qui s’appellent Surya Ganguly. Ganguli Lab website. Surya Ganguli . In January 2012, I started as an assistant professor in the Department of Applied Physics at ]�[�bok�J��G[�C�4K�� ���a�Y��y�W�:S���P���(���t��'���i�h�ϸ�-��g�I��i� ����ÞÉVi�'6/�X�}���T{&� . 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��. %���� Sloan-Swartz Center for Theoretical Neurobiology in the *eM�y�X�٭0^�!7M{(���G�������)�_ka�p�R'h��v�% ����[�Z3�D� >> MIT studying electrical engineering and computer science (EECS), Subhaneil Lahiri's website. %PDF-1.5 Cited by. << Associate Professor, Stanford University. It covered old AI technologies, and ignored insights from the brain. 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?�� Stanford University, with courtesy appointments in M. Advani and S. Ganguli, An equivalence between high dimensional Bayes optimal inference and M-estimation, Neural Information Processing Systems (NIPS) 2016. Skip navigation Sign in. In January 2012, I started as an assistant professor in the Before joining Stanford, I was a fellow of the Minor in Computer Science. My Electrical Engineering. Assistant professor of applied physics. 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. Surya Ganguli. mathematics and /Length 2867 Y. Yamamoto, T. Leleu, S. Ganguli, H. Mabuchi, Under review PDF 12 0 obj Surya has 5 jobs listed on their profile. Theory Group at the Emergent elasticity in the neural code for space . And before this sojourn in the world of strings, I spent my time as an undergrad at Sort by citations Sort by year Sort by title. Professeur titulaire, Département d’informatique et de recherche opérationnelle, Université de Montréal. April 1994 – B.A.Sc. Surya Ganguli. UCSF. 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��. and S. Ganguli, Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis, Neuron 2018. 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. Afficher les profils de personnes nommées Surya Ganguli sur Facebook. Coherent Ising machines: quantum optics and neural network perspectives. 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 Contribute to ganguli-lab/website development by creating an account on GitHub. This video is unavailable. (��k�嶡YN@�:��s��!.U��)���Ԕ3������}W�W%�@L�N�_�~��C�muUS Loading... Close. Year; Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. Title. /Filter /FlateDecode Watch Queue Queue. Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Verified email at stanford.edu - Homepage. I was also supported by a career award from the Lawrence Berkeley National Laboratory. ��a�˕o��9�R���,-?����an�m�/�k�N���ތAn���q�����=��t_����e*�͕t�9A��SY�^:=�|r�Z�� 'n ��� /Length 2026 physics. Department of Applied Physics at Watch Queue Queue. 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����� 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. M. Advani and S. Ganguli, Statistical mechanics of optimal convex inference in high dimensions, Physical Review X, 6, 031034, 2016. … M.A. ۩��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 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. stream Specialization in Signal Processing, Control Theory and Medical Imaging. June 1997 – M.S. %�*��~��|���q�n��hJl�J� ��Z�!�k��i�kG.��(��Uzq�{X�9 in Electrical Engineering at Stanford University, Stanford, California. Authors: Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli. 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] . Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Theoretical Neuroscience. Search. Mathematics, University of Hawaii. 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. . >> Accumulating diverse knowledge can lead to the most serendipitous connections. 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. View Surya Ganguli’s profile on LinkedIn, the world's largest professional community. 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). Surya Ganguli). View the profiles of people named Surya Gangoli. Berkeley Center for Theoretical Physics and the Here are links to my More information at my website (lanemcintosh.com). But my first college course on AI did not inspire me. 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 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. 3 0 obj The site facilitates research and collaboration in academic endeavors. B.A. Mathematics, Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship. �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($y�� D����-��@�6-Mj�%�qa���v-H�@{׵�M��Y?ɢa�4~U(���^HP*�9���%����'����Q��I��B�i���#�Q̸��E��:����-�C0�5V|ݲ��r�&[���(QN��@����`Kl�n�k,D�0h���H! endobj G�.א3�͆k��@ My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. Petr Horava in the xڝYIW�H����(���Z-{n`j����0��,�DN�$�[)AQ�~b��B�S3,ED�2c�"" ��g�ه�����i�~y��W�hqv�xƉ�-ҳ,� ����uy,t��Y�����G�pT�* Sort. About us. Surya Ganguli's 84 research works with 3,364 citations and 8,805 reads, including: Fundamental bounds on the fidelity of sensory cortical coding Surya Ganguli. in Engineering Science, Simon Fraser University, Burnaby, B.C., Canada. Join Facebook to connect with Surya Gangoli and others you may know. From quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya’s take on AI may surprise you. <<