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