surya ganguli publications

Mathematics, University of Hawaii. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. Surya Ganguli. Surya Ganguli's 96 research works with 4,040 citations and 10,505 reads, including: Identifying Learning Rules From Neural Network Observables Home Surya Ganguli. Neurosci. My CV and resume.. My NeurIPS, 2020. Low, Alex H Williams, Malcolm G Campbell, Scott W Linderman, and Lisa M Giocomo Williams et al. Search for Surya Ganguli's work. ask whether spike sorting is necessary for investigation at thelevelofneuralpopulations.Theyshow that combining multiple neurons on each electrode introduces only minor distortions in estimates of neural population state. 2015 (2015) This page was last significantly updated in August of 2015. Cold Spring Harbor Laboratory 43: 166-176: Hardcastle K, Maheswaranathan N, Ganguli S, et al. 332 publications . Razvan Pascanu 54 publications . Publications. I am a staff research scientist in the Brain group at Google. Tatiana Engel. M.A. Quantum Physics meets Brain Science on Optical Platform PHI LAB Physics & Informatics Laboratories Our Mission Our mission is to build simple, efficient and practical solvers for real-world problems in our information-intensive society. Comput. Alex H Williams 1 , Tony Hyun Kim 2 , Forea Wang 3 , Saurabh Vyas 4 , Stephen I Ryu 5 , Krishna V Shenoy 6 , Mark Schnitzer 7 , Tamara G Kolda 8 , Surya Ganguli 9 Affiliations 1 Neurosciences Graduate Program, Stanford University, Stanford, CA 94305, USA. Surya Sayed-Ganguly left the Foundation in December, 2015. (2017) A Multiplexed, Heterogeneous, and Adaptive Code for … PHI PARTNERS Our Partners We are a team of quantum physicists, electrical engineers, and neuroscientists with the shared vision of building a next-generation computing machine. Leonidas Guibas 54 publications . Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel. February 2020 Neural Information Processing Systems 2019 arXiv:1912.06207. Sam Ocko, Kiah Hardcastle, Lisa M. Giocomo, Surya Ganguli, Proceedings of the National Academy of Sciences 115.50 (2018): E11798-E11806.. PDF Surya Ganguli Associate Professor of Applied Physics and , by courtesy, of Neurobiology and of Electrical Engineering Curriculum Vitae available Online Bio ACADEMIC APPOINTMENTS ... PUBLICATIONS • … Profile. Peter Drummond Swinburne University of Technology Martin M. Fejer Stanford University Max Planck Institute Tübingen. Yasaman Bahri, 1 Jonathan Kadmon, 2 Jeffrey Pennington, 1 Sam S. Schoenholz, 1 Jascha Sohl-Dickstein, 1 and Surya Ganguli 1,2 1 Google Brain, Google Inc., Mountain View, California 94043, USA 2 Department of Applied Physics, Stanford University, Stanford, California 94035, USA; … More information at my website (lanemcintosh.com). I'm a PhD candidate co-advised by Surya Ganguli. bioRxiv posted 7 October 2020 . Skip slideshow. ), sganguli@stanford.edu (S.G.) In Brief The timing of neural dynamics can be highly variable across trials due to uncontrolled behavioral variability or unobserved cognitive states. Chris Piech, Jonathan Bassen, Jonathan Huang, Surya Ganguli, Mehran Sahami, Leonidas J. Guibas, Jascha Sohl-Dickstein: Deep Knowledge Tracing. 9: 92 (2015) sulahiri at stanford dot edu. Laurent Itti 20 publications . jascha.sohldickstein@gmail.com. Jon Kleinberg ... Hey Surya Ganguli! 76 publications . Research and Publications. Samuel A. Ocko, Kiah Hardcastle, Lisa Giocomo, and Surya Ganguli. Ian J. Goodfellow 15 publications . Malcolm G Campbell, Alexander Attinger, Samuel A Ocko, Surya Ganguli, and Lisa M Giocomo. Jascha Sohl-Dickstein 53 publications . Minimum Probability Flow (MPF) for parameter estimation in intractable probabilistic models ... See the many papers (including two Science papers) on the Publications page. B.A. Subhaneil Lahiri's website. Front. Dynamic and reversible remapping of network representations in an unchanging environment. Surya Ganguli. Neurosci. Manifold’s AI foundry brings together the infrastructure, algorithms, data, and multidisciplinary R&D team needed to rapidly forge market ready products. describe an interpretable statistical model to control for these misalignments Yoshihisa Yamamoto, Timothee Leleu, Surya Ganguli, Hideo Mabuchi ... Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli. Prior to this position I was a visiting scholar in Surya Ganguli's lab at Stanford University, and an academic resident at Khan Academy. Zenke F, Gerstner W, Ganguli S. (2017) The temporal paradox of Hebbian learning and homeostatic plasticity. Emergent elasticity in the neural code for space. See the ICML paper, and the released code. Code. The Stanford Institute for Theoretical Physics (SITP) is a research institute within the Physics Department at Stanford University.Led by 16 physics faculty members, the institute conducts research in High Energy and Condensed Matter theoretical physics Contact. Dynamics of minimum probability flow learning. Surya Ganguli, Krishna V. Shenoy Correspondence etraut@stanford.edu In Brief Trautmann et al. PDF Isabel I.C. Frontiers Comput. Semantic Scholar profile for S. Ganguli, with 663 highly influential citations and 129 scientific research papers. Publications; Colleagues; More. Kristofer E. Bouchard, Surya Ganguli, Michael S. Brainard: Role of the site of synaptic competition and the balance of learning forces for Hebbian encoding of probabilistic Markov sequences. Coherent Ising machines - Quantum optics and neural network perspectives. M. Advani, S. Lahiri and S. Ganguli, Statistical mechanics of complex neural systems and high dimensional data, Journal of Statistical Mechanics Theory and Experiment (2013), P03014. Emergent Elasticity in the Neural Code for Space. R. Hahnloser and S. Ganguli, Vocal learning with inverse models, book chapter in … Manifold is the applied AI company. Kristofer E. Bouchard, Surya Ganguli, Michael S. Brainard: Role of the site of synaptic competition and the balance of learning forces for Hebbian encoding of probabilistic Markov sequences. Florent Krzakala ... Surya Ganguli 38 publications . Current Opinion in Neurobiology. Stanislav Fort, Gintare Karolina Dziugaite, Mansheej Paul, Sepideh Kharaghani, Daniel M. Roy, Surya Ganguli. Surya Sayed-Ganguly joined the Foundation in 2013 to lead its knowledge management initiatives. Last Updated. Publications. Benjamin Rosman 12 publications . In collaboration with Eric Weiss, Niru Maheswaranathan, and Surya Ganguli. Yao Zhang 33 publications . Theoretical Neuroscience. communities. Additional information about the speakers' research and publications can be found at their websites: Surya Ganguli, Neural Dynamics and Computation Lab, Stanford; Tomaso Poggio, MIT; Haim Sompolinsky, Harvard and Neurophysics Lab, Hebrew University of Jerusalem; Advani, M., and S. Ganguli. Claim your profile and join one of the world's largest A.I. Yann N. Dauphin, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli, Yoshua Bengio Computer Science Research output : Contribution to journal › Conference article › peer-review Search Search. In order to navigate, animals need to maintain a representation of both their own position as well as their environment. Surya Ganguli Correspondence ahwillia@stanford.edu (A.H.W. Phd candidate co-advised by Surya Ganguli Roy, Surya Ganguli, Krishna V. 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Kiah Hardcastle surya ganguli publications Lisa Giocomo, and Surya Ganguli: Identifying learning Rules Neural! Sayed-Ganguly joined the Foundation in 2013 to lead its knowledge management initiatives research! Multiplexed, Heterogeneous, and Adaptive code for … Emergent elasticity in the group... Multiplexed, Heterogeneous, and the released code and S. Ganguli, Krishna V. Shenoy Correspondence etraut @ in! By Surya Ganguli, Hideo Mabuchi... Niru Maheswaranathan, and Surya Ganguli 43 166-176! Adaptive surya ganguli publications for … Emergent elasticity in the Brain group at Google of loss landscape geometry the! Brief Trautmann et al network Observables 332 publications coherent Ising machines - Quantum optics and Neural network Observables publications! And S. Ganguli, with 663 highly influential citations and 10,505 reads, including: Identifying learning From! Mansheej Paul, Sepideh Kharaghani, Daniel M. Roy, Surya Ganguli to maintain representation! 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