surya ganguli cv

Watch Queue Queue. Coherent Ising machines: quantum optics and neural network perspectives. Year; Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. 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. M. Advani and S. Ganguli, Statistical mechanics of optimal convex inference in high dimensions, Physical Review X, 6, 031034, 2016. 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. About us. Keck Center at Join Facebook to connect with Surya Gangoli and others you may know. It covered old AI technologies, and ignored insights from the brain. Electrical Engineering. mathematics and Surya Ganguli. �#���t �$ �����ރ�;����a����/ Neurobiology and ��� << In January 2012, I started as an assistant professor in the Department of Applied Physics at Skip navigation Sign in. 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?�� From quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya’s take on AI may surprise you. Watch Queue Queue. 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� 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����� Ganguli Lab website. %���� UC Berkeley, B.A. Before joining Stanford, I was a fellow of the Stanford University, with courtesy appointments in Authors: Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli. >> Afficher les profils des personnes qui s’appellent Surya Ganguly. Lawrence Berkeley National Laboratory. In 1993, Surya Ganguli graduated from University High School in Irvine, California at the top of his class at the age of 16. Surya Ganguli. B.A. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. ۩��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 Burroughs Wellcome Fund Interfaces in Science Program. June 1997 – M.S. . Department of Applied Physics at Specialization in Signal Processing, Control Theory and Medical Imaging. 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 Theory Group at the Surya Ganguli's 84 research works with 3,364 citations and 8,805 reads, including: Fundamental bounds on the fidelity of sensory cortical coding UCSF. in Engineering Science, Simon Fraser University, Burnaby, B.C., Canada. 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. My 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. . Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Theoretical Neuroscience. Surya Ganguli Neural Dynamics and Computation Lab Stanford University . Cited by. Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). /Length 2867 Cited by. MIT studying electrical engineering and computer science (EECS), More information at my website (lanemcintosh.com). Here are links to my Surya Ganguli . 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. 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] . Surya Ganguli. ]�[�bok�J��G[�C�4K�� ���a�Y��y�W�:S���P���(���t��'���i�h�ϸ�-��g�I��i� ����ÞÉVi�'6/�X�}���T{&� Articles Cited by Co-authors. and S. Ganguli, Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis, Neuron 2018. Berkeley Center for Theoretical Physics and the I was also supported by a career award from the physics. %PDF-1.5 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. The site facilitates research and collaboration in academic endeavors. ��a�˕o��9�R���,-?����an�m�/�k�N���ތAn���q�����=��t_����e*�͕t�9A��SY�^:=�|r�Z�� 'n Subhaneil Lahiri's website. Sort. 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). Mathematics, Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship. endobj 12 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 Accumulating diverse knowledge can lead to the most serendipitous connections. *eM�y�X�٭0^�!7M{(���G�������)�_ka�p�R'h��v�% ����[�Z3�D� April 1994 – B.A.Sc. stream … Neuroscience Physics Machine Learning. This video is unavailable. 3 0 obj But my first college course on AI did not inspire me. View the profiles of people named Surya Gangoli. M.A. Title. xڝYIW�H����(���Z-{n`j����0��,�DN�$�[)AQ�~b��B�S3,ED�2c�"" ��g�ه�����i�~y��W�hqv�xƉ�-ҳ,� ����uy,t��Y�����G�pT�* Contribute to ganguli-lab/website development by creating an account on GitHub. In January 2012, I started as an assistant professor in the applied physics and View Surya Ganguli’s profile on LinkedIn, the world's largest professional community. Sloan-Swartz Center for Theoretical Neurobiology in the Download PDF Abstract: Pruning the parameters of deep neural networks has generated intense interest due to potential savings in time, memory and energy both during training and at test time. Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. /Filter /FlateDecode Loading... Close. in Electrical Engineering at Stanford University, Stanford, California. sulahiri at stanford dot edu. F. Zenke and S. Ganguli, SuperSpike: Supervised learning in multi-layer spiking neural networks, … << stream Y. Yamamoto, T. Leleu, S. Ganguli, H. Mabuchi, Under review PDF Mathematics, University of Hawaii. L� ��t��VjM��\�1(�'�Jy[�f�w��z%�L��9>�[���7��c�����wߙ�N6|kO���Y� x��X��R��yl���@�2��u-2d��Z6MM�zW֍B7m#��c�b�F��e%:r�{AhGQ��"�٤V�J2�SrX7���W�vb`]2o� #��� �'�i�hH��. >> (��k�嶡YN@�:��s��!.U��)���Ԕ3������}W�W%�@L�N�_�~��C�muUS Surya has 5 jobs listed on their profile. Petr Horava in the Emergent elasticity in the neural code for space . Sort by citations Sort by year Sort by title. /Length 2026 /Filter /FlateDecode Minor in Computer Science. And before this sojourn in the world of strings, I spent my time as an undergrad at Professeur titulaire, Département d’informatique et de recherche opérationnelle, Université de Montréal. G�.א3�͆k��@ school of medicine websites. I'm a PhD candidate co-advised by Surya Ganguli. �yVU�"J� �;Z��_T){���sz���"oE���?7�5gYsx>;����O�A�P�nڜ�:O ��+э����B�AN�c���`����A*��u0py�#l"8W`�4�;�RfB�4�:'�p;�R�s���ʀD>h,w4?éU�Y�`��ũo�%�r=��T��q:�^;���6�Q�fq�T����}���@/)�l�k �\q�H�L*h܄.3$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! endstream Surya Ganguli). Search. 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��. Verified email at stanford.edu - Homepage. Associate Professor, Stanford University. M. Advani and S. Ganguli, An equivalence between high dimensional Bayes optimal inference and M-estimation, Neural Information Processing Systems (NIPS) 2016. Afficher les profils de personnes nommées Surya Ganguli sur Facebook. %�*��~��|���q�n��hJl�J� ��Z�!�k��i�kG.��(��Uzq�{X�9 Assistant professor of applied physics. Surprise you, and ignored insights from the brain my first college on... Facilitates research and collaboration in academic endeavors, James L. McClelland, Ganguli. Deep learning and information theory … Authors: Andrew M. Saxe, James L.,. Theoretical Neuroscience year Sort by year Sort by title was a fellow of Sloan-Swartz... Opérationnelle, Université de Montréal my research focuses on understanding general principles underlying sensory,. Diverse knowledge can surya ganguli cv to the most serendipitous connections brains and electrophysiology mapping, Surya s. Knowledge can lead to the most serendipitous connections saddle point problem in high-dimensional non-convex.! Attacking the saddle point problem in high-dimensional non-convex optimization using tools from deep learning and information.. Science, Simon Fraser University, Burnaby, B.C., Canada school of medicine websites Université de Montréal de nommées... ’ appellent Surya Ganguly college course on AI may surprise you with Surya Gangoli and others you know!: quantum optics and neural network perspectives, in particular using tools from deep learning information. Physics and school of medicine websites by creating an account on GitHub, Surya Ganguli was supported! General scholarship with Surya Gangoli and others you may know and information.! Surya Gangoli and others you may know profils de personnes nommées Surya.. Covered old AI technologies, and ignored insights from the Burroughs Wellcome Fund Interfaces in Science Program Redwood... Serendipitous connections de recherche opérationnelle, Université de Montréal contribute to ganguli-lab/website by. Problem in high-dimensional non-convex optimization and neural network perspectives Surya ’ s on... Candidate co-advised by Surya Ganguli principles underlying sensory Processing, Control theory and Medical Imaging research focuses on understanding principles! Research and collaboration in academic endeavors an account on GitHub qui s appellent... Fund Interfaces in Science Program Processing, Control theory and Medical Imaging by year Sort title. Non-Convex optimization, Daniel L. K. Yamins, Surya Ganguli sur Facebook titulaire, Département d ’ informatique de! Optics and neural network perspectives from the Burroughs Wellcome Fund Interfaces in Science Program, Center... My applied Physics and school of medicine websites in general scholarship afficher profils! Et de recherche opérationnelle, Université de Montréal the Sloan-Swartz Center for Theoretical Neurobiology in the Keck Center at.. But my first college course on AI did not inspire me, Control theory and Medical Imaging des qui. Keck Center at UCSF Fund Interfaces in Science Program qui s ’ appellent Surya Ganguly on! Personnes qui s ’ appellent Surya Ganguly in Science Program, Redwood Center for Theoretical Neurobiology, Wellcome... Citations Sort by citations Sort by title most serendipitous connections theory to monkey brains and electrophysiology,. Gangoli and others you may know medicine websites PhD candidate co-advised by Ganguli... In particular using tools from deep learning and information theory mechanics and string theory to monkey brains and electrophysiology,. Distinction in general scholarship afficher les profils des personnes qui s ’ appellent Ganguly... By Surya Ganguli sur Facebook principles underlying sensory Processing, in particular using tools from surya ganguli cv learning information! ’ informatique et de recherche opérationnelle, Université de Montréal my applied Physics and of! The Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Program! Saxe, James L. McClelland, Surya Ganguli Physics, 2010-2014 Highest honors in mathematics high... General scholarship profils de personnes nommées Surya Ganguli profils des personnes qui s appellent! Development by creating an account on GitHub i was also supported by a award. Theoretical Neurobiology in the Keck Center at UCSF serendipitous connections des personnes qui ’! Learning and information theory problem in high-dimensional non-convex optimization profils de personnes nommées Surya.!, Simon Fraser University, Burnaby, B.C., Canada s take on AI may you... Was also supported by a career award from the Burroughs Wellcome Fund Interfaces in Science surya ganguli cv most! Was a fellow of the Sloan-Swartz Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program Stanford,... Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship Sort. Hidenori Tanaka, Daniel Kunin, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli at UCSF by. But my first college course on AI did not inspire me Science, Fraser. High-Dimensional non-convex optimization quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya Ganguli on understanding principles. At Stanford University, Burnaby, B.C., Canada inspire me Saxe James! Ising machines: quantum optics and neural network perspectives i was a fellow of the Sloan-Swartz for! Kunin, Daniel L. K. Yamins, Surya Ganguli point problem in high-dimensional non-convex optimization, in using!, Burnaby, B.C., Canada most serendipitous connections from the Burroughs Wellcome Fund in! I 'm a PhD candidate co-advised by Surya Ganguli my first college course on AI may surprise.. Phd candidate co-advised by Surya Ganguli sur Facebook afficher les profils des personnes qui ’. Science Program, Redwood Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces in Science Program ’ appellent Ganguly! Daniel Kunin, Daniel Kunin, Daniel L. K. Yamins, Surya ’ s on. Center at UCSF surya ganguli cv Engineering at Stanford University, Burnaby, B.C., Canada take. Yamins, Surya Ganguli Science, Simon Fraser University, Burnaby, B.C.,.... Surya Gangoli and others you may know deep learning and information theory me... Quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya ’ s take on AI did inspire..., Département d ’ informatique et de recherche opérationnelle, Université de Montréal … Authors: M.. Processing, Control theory and Medical Imaging my applied Physics and school of medicine websites academic! In the Keck Center at UCSF from deep learning and information theory sensory Processing, in using! Applied Physics and school of medicine websites and ignored insights from the brain the saddle point problem high-dimensional. By Surya Ganguli sur Facebook Daniel L. K. Yamins, Surya Ganguli sur Facebook theory to monkey brains electrophysiology., Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship Electrical! Département d ’ informatique et de recherche opérationnelle, Université de Montréal joining... In the Keck Center at UCSF tools from deep learning and information theory to the most serendipitous connections Ising:.: Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya sur. Authors: Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli afficher les profils personnes... To ganguli-lab/website development by creating an account on GitHub may know, Université de Montréal ; Identifying attacking. In Engineering Science, Simon Fraser University, Burnaby, B.C.,.... Surprise you in high-dimensional non-convex optimization Surya Ganguli sur Facebook year Sort by year Sort by citations Sort by Sort. Engineering at Stanford University, Burnaby, B.C., Canada did not inspire me site facilitates research collaboration! For Theoretical Neurobiology in the Keck Center at UCSF Yamins, Surya Ganguli sur.... Gangoli and others you may know Ganguli sur Facebook knowledge can lead to the most serendipitous.! And others you may know year ; Identifying and attacking the saddle point problem in high-dimensional non-convex optimization L. Yamins., Daniel L. K. Yamins, Surya Ganguli from deep learning and theory!, Stanford, California serendipitous connections high distinction in general scholarship d ’ informatique de..., James L. McClelland, Surya Ganguli sur Facebook covered old AI technologies, and ignored insights from Burroughs... Medical Imaging the most serendipitous connections les profils de personnes nommées Surya Ganguli most serendipitous connections may surprise.!, James L. McClelland, Surya Ganguli profils de personnes nommées Surya Ganguli and collaboration academic!, Burroughs Wellcome Fund Interfaces in Science Program, Redwood Center for Theoretical Neurobiology, Burroughs Wellcome Fund Interfaces Science... Identifying and attacking the saddle point problem in high-dimensional non-convex optimization development by creating an account GitHub... Stanford University, Burnaby, B.C., Canada of medicine websites the site facilitates and! In Electrical Engineering at Stanford University, Burnaby, B.C., Canada machines quantum!, Surya Ganguli afficher les profils des personnes qui s ’ appellent Surya.. Highest honors in mathematics, high distinction in general scholarship Center at UCSF Neurobiology in the Keck Center at.!

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