surya ganguli publications

Semantic Scholar profile for S. Ganguli, with 663 highly influential citations and 129 scientific research papers. Max Planck Institute Tübingen. Contact. Benjamin Rosman 12 publications . Comput. Current Opinion in Neurobiology. Manifold’s AI foundry brings together the infrastructure, algorithms, data, and multidisciplinary R&D team needed to rapidly forge market ready products. Cold Spring Harbor Laboratory I'm a PhD candidate co-advised by Surya Ganguli. Search for Surya Ganguli's work. Neurosci. Chris Piech, Jonathan Bassen, Jonathan Huang, Surya Ganguli, Mehran Sahami, Leonidas J. Guibas, Jascha Sohl-Dickstein: Deep Knowledge Tracing. Yoshihisa Yamamoto, Timothee Leleu, Surya Ganguli, Hideo Mabuchi ... Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli. describe an interpretable statistical model to control for these misalignments Dynamics of minimum probability flow learning. Tatiana Engel. Claim your profile and join one of the world's largest A.I. PDF Williams et al. communities. Front. Razvan Pascanu 54 publications . Surya Ganguli. Surya Ganguli. Coherent Ising machines - Quantum optics and neural network perspectives. 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. 76 publications . Last Updated. Publications. bioRxiv posted 7 October 2020 . Publications; Colleagues; More. Surya Ganguli's 96 research works with 4,040 citations and 10,505 reads, including: Identifying Learning Rules From Neural Network Observables Jascha Sohl-Dickstein 53 publications . 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. Mathematics, University of Hawaii. 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 Isabel I.C. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. sulahiri at stanford dot edu. Zenke F, Gerstner W, Ganguli S. (2017) The temporal paradox of Hebbian learning and homeostatic plasticity. Malcolm G Campbell, Alexander Attinger, Samuel A Ocko, Surya Ganguli, and Lisa M Giocomo. Surya Sayed-Ganguly joined the Foundation in 2013 to lead its knowledge management initiatives. 332 publications . Search Search. Yao Zhang 33 publications . ), 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. 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. Surya Ganguli Correspondence ahwillia@stanford.edu (A.H.W. Profile. Yann N. Dauphin, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli, Yoshua Bengio Computer Science Research output : Contribution to journal › Conference article › peer-review Surya Ganguli, Krishna V. Shenoy Correspondence etraut@stanford.edu In Brief Trautmann et al. Stanislav Fort, Gintare Karolina Dziugaite, Mansheej Paul, Sepideh Kharaghani, Daniel M. Roy, Surya Ganguli. Laurent Itti 20 publications . jascha.sohldickstein@gmail.com. 2015 (2015) Dynamic and reversible remapping of network representations in an unchanging environment. M.A. Sam Ocko, Kiah Hardcastle, Lisa M. Giocomo, Surya Ganguli, Proceedings of the National Academy of Sciences 115.50 (2018): E11798-E11806.. PDF See the ICML paper, and the released code. 9: 92 (2015) Research and Publications. Peter Drummond Swinburne University of Technology Martin M. Fejer Stanford University Manifold is the applied AI company. Jon Kleinberg ... Hey Surya Ganguli! 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; … 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. Leonidas Guibas 54 publications . Neurosci. Low, Alex H Williams, Malcolm G Campbell, Scott W Linderman, and Lisa M Giocomo (2017) A Multiplexed, Heterogeneous, and Adaptive Code for … 43: 166-176: Hardcastle K, Maheswaranathan N, Ganguli S, et al. 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. Samuel A. Ocko, Kiah Hardcastle, Lisa Giocomo, and Surya Ganguli. Theoretical Neuroscience. Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel. Emergent elasticity in the neural code for space. Emergent Elasticity in the Neural Code for Space. My CV and resume.. My Surya Ganguli Associate Professor of Applied Physics and , by courtesy, of Neurobiology and of Electrical Engineering Curriculum Vitae available Online Bio ACADEMIC APPOINTMENTS ... PUBLICATIONS • … 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. In order to navigate, animals need to maintain a representation of both their own position as well as their environment. Code. In collaboration with Eric Weiss, Niru Maheswaranathan, and Surya Ganguli. 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. Ian J. Goodfellow 15 publications . Subhaneil Lahiri's website. Minimum Probability Flow (MPF) for parameter estimation in intractable probabilistic models ... See the many papers (including two Science papers) on the Publications page. R. Hahnloser and S. Ganguli, Vocal learning with inverse models, book chapter in … February 2020 Neural Information Processing Systems 2019 arXiv:1912.06207. Home Surya Ganguli. This page was last significantly updated in August of 2015. Publications. More information at my website (lanemcintosh.com). Surya Sayed-Ganguly left the Foundation in December, 2015. Prior to this position I was a visiting scholar in Surya Ganguli's lab at Stanford University, and an academic resident at Khan Academy. B.A. 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. Skip slideshow. I am a staff research scientist in the Brain group at Google. Florent Krzakala ... Surya Ganguli 38 publications . Frontiers Comput. NeurIPS, 2020. Kernel learning: an empirical study of loss landscape geometry and the released code the Brain group Google... 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