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surya ganguli publications


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

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surya ganguli publications


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