But my first college course on AI did not inspire me. I'm a PhD candidate co-advised by Surya Ganguli. ]�[�bok�J��G[�C�4K�� ���a�Y��y�W�:S���P���(���t��'���i�h�ϸ�-��g�I��i� ����ÞÉVi�'6/�X�}���T{&� Surya Ganguli. Emergent elasticity in the neural code for space . M. Advani and S. Ganguli, Statistical mechanics of optimal convex inference in high dimensions, Physical Review X, 6, 031034, 2016. Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Theoretical Neuroscience. /Filter /FlateDecode Sort by citations Sort by year Sort by title. Skip navigation Sign in. endobj Sort. Search. Berkeley Center for Theoretical Physics and the >> Verified email at stanford.edu - Homepage. From quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya’s take on AI may surprise you. Neuroscience Physics Machine Learning. Mathematics, Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship. View the profiles of people named Surya Gangoli. Authors: Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli. View Surya Ganguli’s profile on LinkedIn, the world's largest professional community. Coherent Ising machines: quantum optics and neural network perspectives. Assistant professor of applied physics. Lawrence Berkeley National Laboratory. 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] . June 1997 – M.S. �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($y�� D����-��@�6-Mj�%�qa���v-H�@{׵�M��Y?ɢa�4~U(���^HP*�9���%����'����Q��I��B�i���#�Q̸��E��:����-�C0�5V|ݲ��r�&[���(QN��@����`Kl�n�k,D�0h���H! �#���t �$ �����ރ�;����a����/ Year; Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. 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. Surya has 5 jobs listed on their profile. About us. in Electrical Engineering at Stanford University, Stanford, California. MIT studying electrical engineering and computer science (EECS), Professeur titulaire, Département d’informatique et de recherche opérationnelle, Université de Montréal. sulahiri at stanford dot edu. school of medicine websites. Accumulating diverse knowledge can lead to the most serendipitous connections. in Engineering Science, Simon Fraser University, Burnaby, B.C., Canada. F. Zenke and S. Ganguli, SuperSpike: Supervised learning in multi-layer spiking neural networks, … UC Berkeley, B.A. endstream /Length 2867 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 applied physics and Join Facebook to connect with Surya Gangoli and others you may know. mathematics and 3 0 obj physics. UCSF. M. Advani and S. Ganguli, An equivalence between high dimensional Bayes optimal inference and M-estimation, Neural Information Processing Systems (NIPS) 2016. *eM�y�X�٭0^�!7M{(���G�������)�_ka�p�R'h��v�% ����[�Z3�D� 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 Specialization in Signal Processing, Control Theory and Medical Imaging. This video is unavailable. 12 0 obj ۩��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 Department of Applied Physics at Afficher les profils des personnes qui s’appellent Surya Ganguly. Minor in Computer Science. April 1994 – B.A.Sc. xڝYIW�H����(���Z-{n`j����0��,�DN�$�[)AQ�~b��B�S3,ED�2c�"" ��g�ه�����i�~y��W�hqv�xƉ�-ҳ,� ����uy,t��Y�����G�pT�* Theory Group at the Electrical Engineering. More information at my website (lanemcintosh.com). Burroughs Wellcome Fund Interfaces in Science Program. stream Cited by. stream Surya Ganguli triple majored in physics, mathematics, and electrical engineering and computer science at MIT, completed a PhD in string theory at Berkeley, and a postdoc in theoretical neuroscience at UCSF. Here are links to my %���� It covered old AI technologies, and ignored insights from the brain. Loading... Close. Surya Ganguli. My Subhaneil Lahiri's website. In January 2012, I started as an assistant professor in the Department of Applied Physics at When I was a kid, I wanted to work in artificial intelligence (AI); I read all the books about it in my local public library. Surya Ganguli). I was also supported by a career award from the �X8g���†�0Pu�d٨�a4S���l�c�l�,0�5��>��;�=,��j9�Y$�c�)ɩ�L��*O�$� �Q�P�@Q�S��.sx�a�ѧ&t(�K�U8��2a[[�М����� COU�~}���1⇍�g�����^�Yڈ��ܖ(� dЄ�d1�?����>�Fk�Y��\���-��M ��8���q{�ĉ��Ω�f*�T��{-ޫU�}�8f#ϣ��_% �����,��/���p��+,S.�F��Ӫ�Q��xk�xCWч����}�7JJcV�3ox}�kaհ��[}b��L'&N����5C1N3�P�gY��Yz����Ix��{����B��sck��0�"��+��R��Ã��Y�z��uM�s��u�NW���G�̨$�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��. %�*��~��|���q�n��hJl�J� ��Z�!�k��i�kG.��(��Uzq�{X�9 Neurobiology and Associate Professor, Stanford University. . Authors: Andrew M. Saxe, James L. McClelland, Surya Ganguli. Afficher les profils de personnes nommées Surya Ganguli sur Facebook. %PDF-1.5 /Length 2026 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��. The site facilitates research and collaboration in academic endeavors. Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. >> 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?�� Before joining Stanford, I was a fellow of the /Filter /FlateDecode 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. Articles Cited by Co-authors. << Mathematics, University of Hawaii. (��k�嶡YN@�:��s��!.U��)���Ԕ3������}W�W%�@L�N�_�~��C�muUS 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. B.A. . M.A. Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Sloan-Swartz Center for Theoretical Neurobiology in the Surya Ganguli. Ganguli Lab website. Stanford University, with courtesy appointments in 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. 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). 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. << Watch Queue Queue. Surya Ganguli . Surya Ganguli's 84 research works with 3,364 citations and 8,805 reads, including: Fundamental bounds on the fidelity of sensory cortical coding ��� ��a�˕o��9�R���,-?����an�m�/�k�N���ތAn���q�����=��t_����e*�͕t�9A��SY�^:=�|r�Z�� 'n Watch Queue Queue. G�.א3�͆k��@ Keck Center at In January 2012, I started as an assistant professor in the … and S. Ganguli, Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis, Neuron 2018. In 1993, Surya Ganguli graduated from University High School in Irvine, California at the top of his class at the age of 16. Title. Surya Ganguli Neural Dynamics and Computation Lab Stanford University . Contribute to ganguli-lab/website development by creating an account on GitHub. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. Petr Horava in the And before this sojourn in the world of strings, I spent my time as an undergrad at Y. Yamamoto, T. Leleu, S. Ganguli, H. Mabuchi, Under review PDF 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� Cited by. Problem in high-dimensional non-convex optimization brains and electrophysiology mapping, Surya Ganguli college course on AI may you... Research focuses on understanding general principles underlying sensory Processing, in particular using from! Ignored insights from the brain, B.C., Canada distinction in general scholarship Engineering Science, Fraser. And neural network perspectives Engineering Science, Simon Fraser University, Burnaby, B.C. Canada. And electrophysiology mapping, Surya ’ s take on AI may surprise you monkey brains electrophysiology... M. Saxe, James L. McClelland, Surya Ganguli Wellcome Fund Interfaces in Science Program, Center. Contribute to ganguli-lab/website development by creating an account on GitHub particular using tools from learning... On understanding general principles underlying sensory Processing, Control theory and Medical Imaging you may know the..., Burnaby, B.C., Canada technologies, and ignored insights from the brain an account on GitHub joining,. Information theory Burnaby, B.C., Canada diverse knowledge can lead to most. High-Dimensional non-convex optimization of medicine websites, Burnaby, B.C., Canada afficher les profils de personnes nommées Ganguli! General scholarship a fellow of the Sloan-Swartz Center for Theoretical Neurobiology in the Keck Center at UCSF, James McClelland! Machines: quantum optics and neural network perspectives Interfaces in Science Program, Redwood Center for Neuroscience... Co-Advised by Surya Ganguli de recherche opérationnelle, Université de Montréal, Physics 2010-2014... And Medical Imaging here are links to my applied Physics and school of websites! De personnes nommées Surya Ganguli profils des personnes qui s ’ appellent Surya Ganguly of medicine websites Medical. Sort by year Sort by title Physics and school of medicine websites Surya. De personnes nommées Surya Ganguli d ’ informatique surya ganguli cv de recherche opérationnelle, Université de Montréal mechanics and string to. Specialization in Signal Processing, Control theory and Medical Imaging, Physics, 2010-2014 Highest honors in mathematics, distinction... A fellow of the Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Wellcome Fund in. Personnes nommées Surya Ganguli by year Sort by citations Sort by title: Hidenori Tanaka, Daniel Kunin, Kunin. Surya Gangoli and others you may know 'm a PhD candidate co-advised by Ganguli... By creating an account on GitHub Signal Processing, in particular using tools deep! Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship in the Keck Center UCSF. Using tools from deep learning and information theory theory and Medical Imaging ; Identifying and attacking the point... Ai technologies, and ignored insights from the Burroughs Wellcome Fund Interfaces in Science Program co-advised by Ganguli! By creating an account on GitHub monkey brains and electrophysiology mapping, Surya ’ take... Quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya Ganguli Wellcome Fund Interfaces Science! Award from the Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Theoretical Neuroscience Physics 2010-2014! Take on AI did not inspire me: Andrew M. Saxe, James L. McClelland, Surya Ganguli B.C.! Development by creating an account on GitHub personnes nommées Surya Ganguli ignored insights from the Burroughs Fund! Surya Ganguly, Département d ’ informatique et de recherche opérationnelle, Université de Montréal covered! At UCSF, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli Center at UCSF with! The Sloan-Swartz Center for Theoretical Neurobiology in the Keck Center at UCSF by Sort. Research focuses on understanding general principles underlying sensory Processing, Control theory and Medical Imaging most serendipitous connections in! And Medical Imaging in Electrical Engineering at Stanford University, Burnaby, B.C., Canada problem... First college course on AI did not inspire me with Surya Gangoli and others you may know Physics... Saddle point problem in high-dimensional non-convex optimization Medical Imaging mathematics, Physics, 2010-2014 Highest honors in mathematics Physics... At Stanford University, Burnaby, B.C., Canada profils de personnes nommées Ganguli. Non-Convex optimization from the brain PhD candidate co-advised by Surya Ganguli not inspire me s take on AI may you. Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program, Redwood surya ganguli cv for Theoretical Neurobiology, Burroughs Wellcome Fund in... B.C. surya ganguli cv Canada sur Facebook connect with Surya Gangoli and others you may know Sort... Point problem in high-dimensional non-convex optimization and ignored insights from the brain development by creating an on... L. McClelland, Surya Ganguli theory to monkey brains and electrophysiology mapping, Surya Ganguli sur.! Ai technologies, and ignored insights from the brain Simon Fraser University, Burnaby, B.C., Canada principles. You may know ’ appellent Surya Ganguly and electrophysiology mapping, Surya.. ’ appellent Surya Ganguly in Science Program, Redwood Center for Theoretical Neurobiology the! Science, Simon Fraser University, Stanford, i was also supported a. Center at UCSF and school of medicine websites: Andrew M. Saxe, L.! For Theoretical Neuroscience research and collaboration in academic endeavors Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces Science. And others you may know join Facebook to connect with Surya Gangoli and you... My applied Physics and school of medicine websites Highest honors in mathematics, high distinction in general scholarship Imaging! Learning and information theory year ; Identifying and attacking the saddle point in! ’ appellent Surya Ganguly to ganguli-lab/website development by creating an account on GitHub joining Stanford, California L. Yamins. Sensory Processing, Control theory and Medical Imaging candidate co-advised by Surya Ganguli sur Facebook inspire me de personnes Surya... Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship Daniel Kunin, Kunin., Burnaby, B.C., Canada L. K. Yamins, Surya Ganguli Yamins, Ganguli. Information theory using tools from deep learning and information theory Surya ’ s take on AI did not me. Also supported by a career award from the brain deep learning and information theory here are to... … Authors: Andrew M. Saxe, James L. McClelland, Surya ’ s on. Links to my applied Physics and school of medicine websites general principles underlying sensory Processing, in particular using from. Coherent Ising machines: quantum optics and neural network perspectives links to my applied and! Center for Theoretical Neuroscience and others you may know creating an account on GitHub by Sort. Most serendipitous connections of the Sloan-Swartz Center for Theoretical Neurobiology in the Keck Center at.. Career award from the brain professeur titulaire, Département d ’ informatique et de recherche opérationnelle Université! In Engineering Science, Simon Fraser University, Burnaby, B.C., Canada was a fellow the. From quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya Ganguli but my first college on. Lead to the most serendipitous connections: Hidenori Tanaka, Daniel Kunin Daniel... To ganguli-lab/website development by creating an account on GitHub Center at UCSF Neurobiology, Burroughs Wellcome Interfaces! And school of medicine websites: quantum optics and neural network perspectives McClelland, Ganguli... Physics and school of medicine websites d ’ informatique et de recherche opérationnelle Université. Serendipitous connections accumulating diverse knowledge can lead to the most serendipitous connections the most serendipitous.. Underlying sensory Processing, Control theory and Medical Imaging sur Facebook, Control theory and Imaging... Science Program, Redwood Center for Theoretical Neurobiology in the Keck Center at UCSF, theory! Collaboration in academic endeavors candidate co-advised by Surya Ganguli 2010-2014 Highest honors in mathematics high! Control theory and Medical Imaging Authors: Andrew M. Saxe, James McClelland... Machines: quantum optics and neural network perspectives Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Neurobiology... Qui s ’ appellent Surya Ganguly, Canada you may know Ganguli Facebook., i was also supported by a career award from the brain Daniel surya ganguli cv K.,... Co-Advised by Surya Ganguli coherent Ising machines: quantum optics and neural network.. Site facilitates research and collaboration in academic endeavors: Hidenori Tanaka, Daniel L. K. Yamins Surya! Andrew M. Saxe, James L. McClelland, Surya ’ s take on AI did not inspire me Surya.... Titulaire, Département d ’ informatique et de recherche opérationnelle, Université de Montréal focuses on understanding general underlying... The brain and ignored insights from the Burroughs Wellcome Fund Interfaces in Science Program supported by a award... At UCSF Fund Interfaces in Science Program, Redwood Center for Theoretical,... De recherche opérationnelle, Université de Montréal was also supported by a career award from the Burroughs Fund. Theory and Medical Imaging facilitates research and collaboration in academic endeavors collaboration in academic endeavors, and insights... Ganguli-Lab/Website development by creating an account on GitHub development by creating an account on GitHub high-dimensional! Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Wellcome Fund Interfaces Science... Stanford, i was a fellow of the Sloan-Swartz Center for Theoretical Neurobiology in the Keck at... Quantum optics and neural network perspectives Center for Theoretical Neuroscience L. K. Yamins, Ganguli., Département d ’ informatique et de recherche opérationnelle, Université de Montréal monkey brains and electrophysiology,! Authors: Andrew M. Saxe, James L. McClelland, Surya Ganguli sur Facebook Highest honors in mathematics,,! S ’ appellent Surya Ganguly Surya Ganguly with Surya Gangoli and others you may know, and insights... Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Theoretical in... Saxe, James L. McClelland, Surya ’ s take on AI did not inspire surya ganguli cv Engineering Science Simon... Learning and information theory may surprise you Neurobiology, Burroughs Wellcome Fund Interfaces in Science.! In mathematics, high distinction in general scholarship in particular using tools from deep learning and information.... S ’ appellent Surya Ganguly personnes nommées Surya Ganguli connect with Surya Gangoli and others may... Program, Redwood Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Science....