and S. Ganguli, Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis, Neuron 2018. << 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��. Petr Horava in the Surya has 5 jobs listed on their profile. Search. �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($y�� D����-��@�6-Mj�%�qa���v-H�@{׵�M��Y?ɢa�4~U(���^HP*�9���%����'����Q��I��B�i���#�Q̸��E��:����-�C0�5V|ݲ��r�&[���(QN��@����`Kl�n�k,D�0h���H! Here are links to my Download PDF Abstract: Pruning the parameters of deep neural networks has generated intense interest due to potential savings in time, memory and energy both during training and at test time. June 1997 – M.S. 12 0 obj endobj ۩��4�cم�]YP�NE�\!U��1{�F*�F�s[p�fJn�Ͷ��Ql�Gk�_�kǮ�Jھ�0)�J�1 �p�4��O�7��Zԝ�f���.u����i�m����z�Eí^!j�q�R 3���}03�[�>}��������'u]G5�r.E97Nc���^M���c/��U[s���K!qX endstream Assistant professor of applied physics. The last century witnessed the unfolding of a great intellectual adventure, as the collective human mind turned outwards to conceptually reorganize our understanding of space, time, matter and energy, now codified in the theoretical frameworks of quantum mechanics, general relativity, and statistical mechanics. Electrical Engineering. �#���t �$ �����ރ�;����a����/ F. Zenke and S. Ganguli, SuperSpike: Supervised learning in multi-layer spiking neural networks, … Verified email at stanford.edu - Homepage. stream M.A. Surya Ganguli. Year; Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. >> applied physics and . /Filter /FlateDecode Authors: Andrew M. Saxe, James L. McClelland, Surya Ganguli. 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. Afficher les profils de personnes nommées Surya Ganguli sur Facebook. xڝYIW�H����(���Z-{n`j����0��,�DN�$�[)AQ�~b��B�S3,ED�2c�"" ��g�ه�����i�~y��W�hqv�xƉ�-ҳ,� ����uy,t��Y�����G�pT�* Surya Ganguli. And before this sojourn in the world of strings, I spent my time as an undergrad at Department of Applied Physics at physics. << Associate Professor, Stanford University. Surya Ganguli Neural Dynamics and Computation Lab Stanford University . >> ]�[�bok�J��G[�C�4K�� ���a�Y��y�W�:S���P���(���t��'���i�h�ϸ�-��g�I��i� ����ÞÉVi�'6/�X�}���T{&� Neurobiology and Instructor: Surya Ganguli All higher level cognitive functions, like perception, attention, learning, decision making, and memory, emerge from networks of neurons coupled to each other through synapses. About us. I was also supported by a career award from the UC Berkeley, B.A. G�.א3�͆k��@ /Filter /FlateDecode It covered old AI technologies, and ignored insights from the brain. %PDF-1.5 As a postdoctoral fellow, I also enjoyed extended stays at several centers and institutions and, in addition to UCSF, I am especially grateful to: Before joining UCSF I did my PhD in string theory with Ganguli Lab website. Neuroscience Physics Machine Learning. View the profiles of people named Surya Gangoli. UCSF. �X8g���†�0Pu�d٨�a4S���l�c�l�,0�5��>��;�=,��j9�Y$�c�)ɩ�L��*O�$� �Q�P�@Q�S��.sx�a�ѧ&t(�K�U8��2a[[�М����� Authors: Hidenori Tanaka, Daniel Kunin, Daniel L. K. Yamins, Surya Ganguli. Contribute to ganguli-lab/website development by creating an account on GitHub. 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. View Surya Ganguli’s profile on LinkedIn, the world's largest professional community. Cited by. 3 0 obj In January 2012, I started as an assistant professor in the Sort. Coherent Ising machines: quantum optics and neural network perspectives. Sloan-Swartz Center for Theoretical Neurobiology in the 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. 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. M. Advani and S. Ganguli, Statistical mechanics of optimal convex inference in high dimensions, Physical Review X, 6, 031034, 2016. Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. Surya Ganguli's 84 research works with 3,364 citations and 8,805 reads, including: Fundamental bounds on the fidelity of sensory cortical coding (��k�嶡YN@�:��s��!.U��)���Ԕ3������}W�W%�@L�N�_�~��C�muUS … in Engineering Science, Simon Fraser University, Burnaby, B.C., Canada. Burroughs Wellcome Fund Interfaces in Science Program. In 1993, Surya Ganguli graduated from University High School in Irvine, California at the top of his class at the age of 16. 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 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. Subhaneil Lahiri's website. mathematics and Before joining Stanford, I was a fellow of the Accumulating diverse knowledge can lead to the most serendipitous connections. Keck Center at Title. 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. school of medicine websites. Emergent elasticity in the neural code for space . Sort by citations Sort by year Sort by title. Articles Cited by Co-authors. Watch Queue Queue. Mathematics, Physics, 2010-2014 Highest honors in mathematics, high distinction in general scholarship. 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?�� My Afficher les profils des personnes qui s’appellent Surya Ganguly. This video is unavailable. in Electrical Engineering at Stanford University, Stanford, California. I'm a PhD candidate co-advised by Surya Ganguli. The site facilitates research and collaboration in academic endeavors. sulahiri at stanford dot edu. 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