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surya ganguli publications

communities. [6][7], Following the completion of his doctorate, Ganguli became a postdoctoral fellow at the University of California, San Francisco, a position he held until 2012. 43: 166-176: Hardcastle K, Maheswaranathan N, Ganguli S, et al. Ganguli S, Sompolinsky H. 2012. Surya Ganguli has an extensive publication record. Research and Publications. Understanding Self-supervised Learning with Dual Deep Networks. ∙ 51 ∙ share . Wagner, Mark J. and Kim, Tony Hyun and Kadmon, Jonathan and Nguyen, Nghia D. and Ganguli, Surya and Schnitzer, Mark J. and Luo, Liqun, Shared Cortex-Cerebellum Dynamics in the Execution and Learning of a Motor Task (November 13, 2018). “Identifying and attacking the saddle point problem in high-dimensional non-convex optimization”. Technological advances in profiling cells along genetic, anatomical and physiological axes have fomented interest in identifying all neuronal cell types. View Soorjya Ganguli’s profile on LinkedIn, the world's largest professional community. In 2017, he also assumed a Visiting Research Professorship at Google's Google Brain Deep Learning Team.[9][10]. In collaboration with Eric Weiss, Niru Maheswaranathan, and Surya Ganguli. Found 3 results. Yuandong Tian 36 publications . 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. of Neuroscience, (2012) 35:485508 S. Ganguli and H. Sompolinsky, Short-term memory in neuronal networks through dynamical Newton-Raphson method Engineering & Materials Science. Sort by citations Sort by year Sort by title. While at Berkeley, he taught undergraduate courses on Quantum Mechanics, Special Relativity, Statistical Physics, Electromagnetism, and Analytical Mechanics. CBMM Memos; All Publications; Views & Reviews; Datasets and Code; CBMM on Github; CBMM Publication Acknowledgement; Diversity. Fingerprint Dive into the research topics of 'Identifying and attacking the saddle point problem in high-dimensional non-convex optimization'. Compressed sensing, sparsity, and dimensionality in neuronal information processing and data analysis. 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. Filters: Author is Surya Ganguli ... Ganguli S, Sompolinsky H. 2012. R. Hahnloser and S. Ganguli, Vocal learning with inverse models, book chapter in … Filters: First Letter Of Title is C and Author is Surya Ganguli [Clear All Filters] Nos publications NeurIPS 2020 Differentiable Causal Discovery from Interventional Data. 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. Surya Ganguli Correspondence ahwillia@stanford.edu (A.H.W. Leonidas Guibas 54 publications . Associate Professor, Stanford University. I was a graduate student in the bioengineering department co-advised by Prof. Surya Ganguli and Prof. Kwabena Boahen. In order to navigate, animals need to maintain a representation of both their own position as well as their environment. Author Title [ Year] Filters: Author is Surya Ganguli [Clear All Filters] 2012. Coherent Ising machines - Quantum optics and neural network perspectives. [4][8], As of 2012, Ganguli is an Assistant Professor at the Department of Applied Physics, the Department of Neurobiology, the Department of Computer Science, and the Department of Electrical Engineering at Stanford University. See the complete profile on LinkedIn and discover Soorjya’s connections and jobs at similar companies. Convergence trace for our technique (black) and competing optimizers. The site facilitates research and collaboration in academic endeavors. Lecture Videos; Undergraduate Lecture Series 2015; Undergraduate Lecture Series 2014; Summer … Annual Review of Neuroscience. See the complete profile on LinkedIn and discover Soorjya’s connections and jobs at similar companies. In order to navigate, animals need to maintain a representation of both their own position as well as their environment. Title. ∙ 51 ∙ share . This goal nears completion in specialized circuits such as the retina, while remaining more elusive in higher order cortical regions. Publications Realizing a trainable Hopfield associative memory in a driven-dissipative quantum optical neural network J. Keeling, J. Cotler, B.L. Cited by. Surya Ganguli . View Soorjya Ganguli’s profile on LinkedIn, the world's largest professional community. C Piech, J Bassen, J Huang, S Ganguli, M Sahami, LJ Guibas, ... Advances in neural information processing systems 28, 505-513, M Raghu, B Poole, J Kleinberg, S Ganguli, J Sohl-Dickstein, international conference on machine learning, 2847-2854, B Poole, S Lahiri, M Raghu, J Sohl-Dickstein, S Ganguli, Advances in neural information processing systems, 3360-3368, Proceedings of the National Academy of Sciences 105 (48), 18970-18975, Annual review of neuroscience 35, 485-508, Current opinion in neurobiology 32, 148-155, SS Schoenholz, J Gilmer, S Ganguli, J Sohl-Dickstein, EK Boyda, S Ganguli, P Hořava, U Varadarajan, L McIntosh, N Maheswaranathan, A Nayebi, S Ganguli, S Baccus, Advances in neural information processing systems, 1369-1377, Advances in neural information processing systems, 4785-4795, S Ganguli, JW Bisley, JD Roitman, MN Shadlen, ME Goldberg, KD Miller, K Hardcastle, N Maheswaranathan, S Ganguli, LM Giocomo. Theoretical Neuroscience. Manifold’s AI foundry brings together the infrastructure, algorithms, data, and multidisciplinary R&D team needed to rapidly forge market ready products. Surya Ganguli's research while affiliated with Stanford University and other places. Laurent Itti 20 publications . About us. Emergent Elasticity in the Neural Code for Space. The system can't perform the operation now. Surya Ganguli's 96 research works with 4,040 citations and 10,505 reads, including: Identifying Learning Rules From Neural Network Observables 35:485–508 sompolinsky_annurev-neuro-062111-150410.pdf (819.24 KB) Ganguli S, Sompolinsky H. 2010. Surya Sayed-Ganguly joined the Foundation in 2013 to lead its knowledge management initiatives. Razvan Pascanu 54 publications . Filters: First Letter Of Title is C and Author is Surya Ganguli [Clear All Filters] (2019) Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping.Neuron Jack Lindsey, Samuel A. Ocko, Surya Ganguli, Stéphane Deny: A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. Understanding Self-supervised Learning with Dual Deep Networks. [11] A selection of works is listed below: Learn how and when to remove these template messages, reliable, independent, third-party sources, Learn how and when to remove this template message, Sloan-Swartz Center for Theoretical Neurobiology, "On the expressive power of deep neural networks", "Stanford University Department of Applied Physics » Surya Ganguli", "Behind The Tech with Kevin Scott: Surya Ganguli: Innovator in artificial intelligence", https://en.wikipedia.org/w/index.php?title=Surya_Ganguli&oldid=994305273, Massachusetts Institute of Technology alumni, Massachusetts Institute of Technology people, University of California, Berkeley alumni, Stanford University Department of Applied Physics faculty, Stanford University Department of Electrical Engineering faculty, Stanford University Department of Mathematics faculty, University of California, San Francisco alumni, Articles lacking reliable references from February 2020, Articles needing additional references from February 2020, All articles needing additional references, Articles with multiple maintenance issues, Wikipedia articles with WorldCat-LCCN identifiers, Creative Commons Attribution-ShareAlike License, This page was last edited on 15 December 2020, at 01:22. Physical Review Letters. Surya Sayed-Ganguly left the Foundation in December, 2015. Publications. communities. Stanford University—Assistant Professor; Google Brain Deep Learning Research Group—Visiting Scientist; Multiple highly cited publications and multiple awards; UC Berkeley—PhD, String Theory; MIT—BS, Math/Physics/EECS; Ajay Mishra . The guest lecture by Surya Ganguli shows how insights from statistical mechanics applied to the analysis of high-dimensional data can contribute to our understanding of how functions such as object categorization emerge in multi-layer neural networks. Claim your profile and join one of the world's largest A.I. claim Claim with Google Claim with Twitter Claim with GitHub Claim with LinkedIn × Hey Surya Ganguli! 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. 332 publications . If you notice any publications incorrectly attributed to this author, please sign in and mark matches as correct or incorrect. Publications. Surya Ganguly. Together they form a unique fingerprint. 10/01/2020 ∙ by Yuandong Tian, et al. Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google. Undergraduate Summer Research Internships in Neuroscience. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. Dauphin, Yann, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli, and Yoshua Bengio (2014). During that time, Ganguli assumed research positions at the Information Mechanics Group at the MIT Laboratory for Computer Science, at the Center for Space Research and the Center for Theoretical Physics at the MIT Department of Physics, and the Information Systems and Technologies Laboratory and the Dynamics of Computation Group at the Xerox Palo Alto Research Center. Benjamin Rosman 12 publications . Dynamics of minimum probability flow learning. My CV and resume.. My I worked on a variety of problems during graduate school, including studying how neural dynamics are embedded in their high-dimensional phase space. This website uses cookies to improve your experience while you navigate through the website. Surya Ganguli Associate Professor of Applied Physics and , by courtesy, of Neurobiology and of Electrical Engineering Curriculum Vitae available Online Bio ACADEMIC APPOINTMENTS ... PUBLICATIONS • … Publications; Teaching; Neural Dynamics and Computation Lab. (2017) A Multiplexed, Heterogeneous, and Adaptive Code for … 53 publications . Articles Cited by Co-authors. Link to citation list in Scopus. Annual Review of Neuroscience. Surya Ganguli, Krishna V. Shenoy Correspondence etraut@stanford.edu In Brief Trautmann et al. Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). He also completed a PhD in String Theory under Dr. Petr Horava at the Lawrence Berkeley National Laboratory later that year. How are these representations learned and encoded, and how do they interact with each other? Kiah Hardcastle 1 , Surya Ganguli 1 2 , Lisa M Giocomo 1 Affiliations 1 Department of Neurobiology, Stanford University, Stanford, California, USA. Soorjya has 4 jobs listed on their profile. Overview. Subhaneil Lahiri's website. [1][2], Ganguli has received numerous awards for his work in the field including a National Science Foundation career award, the Simons Investigator Award in MMLS, the McKnight Scholar Award, the James S. McDonnell Foundation Scholar Award in Human Cognition, an Alfred P. Sloan Foundation Fellowship, a Swartz Fellowship, the Burroughs Wellcome Career Award at the Scientific Interface, and the Terman Award. Surya Ganguli's research while affiliated with University of California, Berkeley and other places. Statistical mechanics of compressed sensing. Top co-authors. Year 2017; Year 2016; Quantitative Methods Workshop ; Undergraduate Lecture Series. Rev. Compressed sensing, sparsity, and dimensionality in neuronal information processing and data analysis. In: NIPS’2014, arXiv:1406.2572. 2 Department of Applied Physics, Stanford University, Stanford, California, USA. 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. [3], In 1993, Surya Ganguli graduated from University High School in Irvine, California at the top of his class at the age of 16. sulahiri at stanford dot edu. ), 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. Emergent Elasticity in the Neural Code for Space. 76 publications . Zenke F, Gerstner W, Ganguli S. (2017) The temporal paradox of Hebbian learning and homeostatic plasticity. Semantic Scholar profile for S. Ganguli, with 714 highly influential citations and 135 scientific research papers. Publications (89) Predictive coding in balanced neural networks with noise, chaos and delays. Loading... Cited. Philippe Brouillard, Sébastien Lachapelle, ... Surya Ganguli, Mansheej Paul, Sepideh Kharaghani. Soorjya has 4 jobs listed on their profile. Ian J. Goodfellow 15 publications . Philippe Brouillard, Alexandre Drouin, Sébastien Lachapelle, Alexandre Lacoste, Simon Lacoste-Julien. Surya Ganguli, Krishna V. Shenoy Correspondence etraut@stanford.edu In Brief Trautmann et al. Year; Identifying and attacking the saddle point problem in high-dimensional non-convex optimization. ICLR 2019 Verified email at stanford.edu - Homepage. Gradient-Based Neural DAG Learning. Publications D Kunin, A Nayebi, J Sagastuy-Brena, S Ganguli, J Bloom, DLK Yamins, Two Routes to Scalable Credit Assignment without Weight Symmetry, International Conference on … Neuroscience Physics Machine Learning. Peter Drummond Swinburne University of Technology Martin M. Fejer Stanford University Dr. Ganguli is primarily known for his work on neural networks and deep learning, although he has also published papers on theoretical physics. He then attended the Massachusetts Institute of Technology, where he spent five years completing bachelor's degrees in Mathematics, Physics, and Electrical Engineering and Computer Science, as well as a master's degree in the latter. We propose t … Statistical Physics Engineering & Materials Science. You can help our author matching system! Overview. Their, This "Cited by" count includes citations to the following articles in Scholar. Try again later. Yann N. Dauphin, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli, Yoshua Bengio Computer Science Research output : Contribution to journal › Conference article › peer-review Montufar, Guido F., Razvan Pascanu, KyungHyun Cho, and Yoshua Bengio (2014). Peter Drummond Swinburne University of Technology Martin M. Fejer Stanford University S. Ganguli and H. Sompolinsky, Compressed sensing, sparsity and dimensionality in neuronal information processing and data analysis, Ann. [4][5], Ganguli then moved on to the University of California, Berkeley, where he completed a master's degree in Physics in 2000 and a master's degree in Mathematics in 2004. 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 has an extensive publication record. In collaboration with Ben Poole and Surya Ganguli. Williams AH, Poole B, Maheswaranathan N, et al. He presently runs the Neural Dynamics and Computation Lab at Stanford, where he aims to reverse engineer how networks of neurons and synapses cooperate across multiple scales of space and time to facilitate sensory perception, motor control, memory, and other cognitive functions. Asian Institute of ... 135+ million publications; 700k+ research projects; Join for free. 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. Home » Publications. Jascha Sohl-Dickstein 53 publications . Jon Kleinberg 41 publications . Yoshihisa Yamamoto, Timothee Leleu, Surya Ganguli, Hideo Mabuchi ... Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli. 10/01/2020 ∙ by Yuandong Tian, et al. Theoretical Neuroscience. Current Opinion in Neurobiology. BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... J Sohl-Dickstein, EA Weiss, N Maheswaranathan, S Ganguli, International Conference on Machine Learning, 604-612, New articles related to this author's research, Sir Henry Dale Fellow, Department of Experimental Psychology, University of Oxford, Postdoctoral Researcher, Department of Applied Physics, Stanford University, Professor of computer science, University of Montreal, Mila, IVADO, CIFAR, Professor of Physics, Racah Institute of Physics, Edmond and Lily Safra Center for Brain Sciences, Research Scientist at Deepmind and PhD from MILA, Postdoctoral Scientist (Neuroscience), Harvard University, Assistant Professor of Computer Science and Psychology, Stanford University, Institute of Neuroinformatics, ETH Zurich and University of Zurich, Identifying and attacking the saddle point problem in high-dimensional non-convex optimization, Exact solutions to the nonlinear dynamics of learning in deep linear neural networks, Continual learning through synaptic intelligence, On the expressive power of deep neural networks, Exponential expressivity in deep neural networks through transient chaos, Compressed sensing, sparsity, and dimensionality in neuronal information processing and data analysis, On simplicity and complexity in the brave new world of large-scale neuroscience, Environmental boundaries as an error correction mechanism for grid cells, Holographic protection of chronology in universes of the Gödel type, Superspike: Supervised learning in multilayer spiking neural networks, Deep learning models of the retinal response to natural scenes, Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice, One-dimensional dynamics of attention and decision making in LIP, A multiplexed, heterogeneous, and adaptive code for navigation in medial entorhinal cortex, A deep learning framework for neuroscience, Deep unsupervised learning using nonequilibrium thermodynamics, Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methods. Lev, S. Ganguli, In prep GluD2- and Cbln1-mediated Competitive Synaptogenesis Shapes the Dendritic Arbors of Cerebellar Purkinje Cells The following articles are merged in Scholar. Claim your profile and join one of the world's largest A.I. Surya Ganguli. Sort. Samuel A. Ocko, Kiah Hardcastle, Lisa Giocomo, and Surya Ganguli. Finally, Ganguli has won a number of awards unrelated to his academic publications, such as the Berkeley Outstanding Graduate Instructor award and the National Council of Teachers of English Award in Writing. Samuel A. Ocko, Kiah Hardcastle, Lisa Giocomo, and Surya Ganguli. Manifold is the applied AI company. Characterizing statistical structure in neural spike patterns. Publications. 35:485–508 sompolinsky_annurev-neuro-062111-150410.pdf (819.24 KB) 2010. Chris Piech, Jonathan Bassen, Jonathan Huang, Surya Ganguli, Mehran Sahami, Leonidas J. Guibas, Jascha Sohl-Dickstein: Deep Knowledge Tracing. A selection of works is listed below: Research and Publications. Florent Krzakala ... Surya Ganguli 38 publications . Surya Ganguli's 3 research works with 764 citations and 2,034 reads, including: Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Williams et al. Jonathan Huang ... 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. Surya Ganguli's 96 research works with 4,040 citations and 10,505 reads, including: Identifying Learning Rules From Neural Network Observables He is also known for being prolific, high demand public speaker and lecturer, having been invited to give over 200 talks at various universities, institutes, workshops, conferences, and symposiums since 2005 alone. See the ICML paper, and the released code. describe an interpretable statistical model to control for these misalignments Link to publication in Scopus. Jon Kleinberg ... Hey Surya Ganguli! His publications have also won a number of conference awards, such as the NIPS 2014 Outstanding Paper award and the Cosyne 2014 award for the top ranked abstract. Cited by. February 2020 Neural Information Processing Systems 2019 arXiv:1912.06207. Anirudh Goyal 33 publications . Minimum Probability Flow (MPF) for parameter estimation in intractable probabilistic models ... See the many papers (including two Science papers) on the Publications page. See the ICML paper, and the released code. Loading... Cited By. He had authored and co-authored a number of papers on theoretical neuroscience prior to this in the late 2000s (collaborating with Haim Sompolinsky, Peter Latham, and Ken Miller in the process) and further taught a course on advanced theoretical neuroscience with Larry Abbott, Stefano Fusi, and Ken Miller in 2008, but it was at this point that Ganguli formally transitioned into theoretical neuroscience, assuming the position at the Sloan-Swartz Center for Theoretical Neurobiology. Ganguli S, … The ones marked, YN Dauphin, R Pascanu, C Gulcehre, K Cho, S Ganguli, Y Bengio, Advances in neural information processing systems 27, 2933-2941, Proceedings of machine learning research 70, 3987. Yao Zhang 33 publications . Asian Institute of... 135+ million publications ; 700k+ research projects ; join for free Leleu, Surya,! Year 2016 ; Quantitative Methods Workshop ; Undergraduate Lecture Series 2015 ; Undergraduate Lecture Series ;... And Computation Lab H. Sompolinsky, compressed sensing, sparsity, and Surya Ganguli and Prof. Boahen. To lead its knowledge management initiatives Scholar profile for S. Ganguli, with 714 highly citations. Neural networks with noise, chaos and delays correct or incorrect, Ganguli s, al... Need to maintain a representation of both their own position as well their... Et al correct or incorrect Dendritic Arbors of Cerebellar Purkinje Cells 332 publications Sompolinsky H. 2012 is a University at. Representation of both their own position as well as their environment Sompolinsky, compressed sensing sparsity... Lahiri 's website Sompolinsky H. 2010 35:485–508 sompolinsky_annurev-neuro-062111-150410.pdf ( 819.24 KB ) Ganguli s, Sompolinsky H... Pascanu, KyungHyun Cho, and Yoshua Bengio ( 2014 ) non-convex optimization ' research topics of 'Identifying attacking! Lawrence Berkeley National Laboratory later that year, B.L Code ; CBMM publication Acknowledgement ;.... Maheswaranathan N, Ganguli s, Sompolinsky H. 2010 and encoded, and dimensionality in neuronal information and! Publications Realizing a trainable Hopfield associative memory in a driven-dissipative Quantum optical neural network J. Keeling, J.,... Research Professor at Stanford University in collaboration with Eric Weiss, Niru Maheswaranathan, and Yoshua Bengio 2014! You notice any publications incorrectly attributed to this author, please sign in and mark matches as correct incorrect! Influential citations and 135 scientific research papers Paul, Sepideh Kharaghani a student! Saddle point problem in high-dimensional non-convex optimization ' Special Relativity, Statistical Physics, Stanford, California, USA al! ; neural Dynamics and Computation Lab Lacoste, Simon Lacoste-Julien, while remaining more in., while remaining more elusive in higher order cortical regions released Code while you through... The applied AI company LinkedIn, the world 's largest A.I work on neural with. Ganguli surya ganguli publications Ganguli s, Sompolinsky H. 2012 profile and join one of the 's! Lachapelle, Alexandre Lacoste, Simon Lacoste-Julien sparsity, and Adaptive Code for … Manifold is the surya ganguli publications! Order to navigate, animals need to maintain a representation of both their own position as well their!: Surya Ganguli, in prep GluD2- and Cbln1-mediated Competitive Synaptogenesis Shapes the Dendritic Arbors of Cerebellar Cells... Representations learned and encoded, and the released Code CBMM Memos ; All ;. My CV and resume.. my Understanding surya ganguli publications learning with Dual deep networks and discover ’... ( 2014 ) Lisa Giocomo, and the released Code Relativity, Statistical,! Sayed-Ganguly left the Foundation in December, 2015 are these representations learned and encoded, and do... And encoded, and the released Code Reviews ; Datasets and Code ; CBMM on GitHub ; CBMM GitHub... Lecture Videos ; Undergraduate Lecture Series 2014 ; Summer … in collaboration with Eric Weiss, Niru Maheswaranathan, Surya. University of Technology Martin M. Fejer Stanford University Subhaneil Lahiri 's website Eric Weiss, Maheswaranathan... In higher order cortical regions in December, 2015 articles in Scholar, Statistical Physics,,. Foundation in December, 2015 Understanding Self-supervised learning with Dual deep networks, Alexandre Drouin Sébastien! Neuronal information processing and data analysis profile on LinkedIn, the world 's largest A.I 2014 ) K... Series 2015 ; Undergraduate Lecture Series website uses cookies to improve your experience you... National Laboratory later that year, while remaining more elusive in higher order cortical regions the topics..., S. Ganguli and Prof. Kwabena Boahen my CV and resume.. Understanding! Ganguli ’ s connections and jobs at similar companies year Sort by year Sort by year Sort by Sort. One of the world 's largest A.I my CV and resume.. my Self-supervised! Synaptogenesis Shapes the Dendritic Arbors of Cerebellar Purkinje Cells 332 publications, Ann attacking! Yamamoto, Timothee Leleu, Surya Ganguli is primarily known for his work on neural networks with noise chaos. Publications incorrectly attributed to this author, please sign in and mark matches as correct or incorrect completed a in... Arbors of Cerebellar Purkinje Cells 332 publications courses on Quantum Mechanics, Special Relativity, Physics! And competing optimizers networks and deep learning, although he has also published papers theoretical... In academic endeavors ; Summer … in collaboration with Ben Poole and Surya Ganguli with noise chaos... Convergence trace for our technique ( black ) and competing optimizers or incorrect Weiss Niru. The bioengineering department co-advised by Prof. Surya Ganguli Visiting research Professor at Google Sort by year by! M. Fejer Stanford University and a Visiting research Professor at Stanford University Subhaneil Lahiri 's website Ganguli, Paul. On a variety of problems during graduate school, including studying how neural Dynamics and Lab! Quantitative Methods Workshop ; Undergraduate Lecture Series 2015 ; Undergraduate Lecture Series 2015 Undergraduate... Through the website AH, Poole B, Maheswaranathan N, et al K! Leleu, Surya Ganguli publications NeurIPS 2020 Differentiable Causal Discovery from Interventional data and at... Soorjya ’ s connections and jobs at similar companies Lawrence Berkeley National Laboratory later that.! Summer … in collaboration with Ben Poole and Surya Ganguli and how do they interact with other! Berkeley National Laboratory later that year and data analysis on Quantum Mechanics, Special Relativity, Statistical Physics,,. ) Predictive coding in balanced neural networks with noise, chaos and delays neural networks with noise, chaos delays... Later that year order to navigate, animals need to maintain a representation of both their own position as as. Incorrectly attributed to this author, please sign in and mark matches as or. Fejer Stanford University, Stanford University, Stanford, California, USA neuronal information processing and analysis! Representation of both their own position as well as their environment CBMM on ;... High-Dimensional non-convex optimization and Surya Ganguli trace for our technique ( black and. Peter Drummond Swinburne University of Technology Martin M. Fejer Stanford University and a Visiting research Professor Stanford! Citations Sort by title with noise, chaos and delays remaining more elusive higher... Papers on theoretical Physics and Yoshua Bengio ( 2014 ) F., Razvan Pascanu, KyungHyun Cho, and Ganguli... ( 2017 ) a Multiplexed, Heterogeneous, and the released Code interact with each?..... my Understanding Self-supervised learning with Dual deep networks publications ; Teaching ; neural Dynamics embedded... The complete profile on LinkedIn, the world 's largest A.I Purkinje Cells 332 publications in String Theory under Petr!, animals need to maintain a representation of both their own position well. Ganguli is primarily known for his work on neural networks with noise, and! This website uses cookies to improve your experience while you navigate through website! Department co-advised by Prof. Surya Ganguli NeurIPS 2020 Differentiable Causal Discovery from surya ganguli publications! Convergence trace for our technique ( black ) and competing optimizers Ganguli... Ganguli s, Sompolinsky 2012! Hardcastle, Lisa Giocomo, and Adaptive Code for … Manifold is the AI. A driven-dissipative Quantum optical neural network perspectives Hey Surya Ganguli ) and competing optimizers and surya ganguli publications learning although! Kb ) Ganguli s, Sompolinsky H. 2010 works is listed below: surya ganguli publications! How neural Dynamics and Computation Lab Reviews ; Datasets and Code ; CBMM surya ganguli publications Acknowledgement ; Diversity data... Sayed-Ganguly joined the Foundation in December, 2015 do they interact with each other and Yoshua (... Was a graduate student in the bioengineering department co-advised by Prof. Surya Ganguli McIntosh, Stephen A. Baccus, Ganguli! Kiah Hardcastle, Lisa Giocomo, and the released Code cookies to improve your while. Circuits such as the retina, while remaining more elusive in higher order cortical regions Clear All Filters ].. Montufar, Guido F., Razvan Pascanu, KyungHyun Cho, and Surya.... With Ben Poole and Surya Ganguli... Ganguli s, et al & Reviews ; Datasets and Code ; publication! In higher order cortical regions research papers nos publications NeurIPS 2020 Differentiable Causal Discovery from data. As correct or incorrect work on neural networks with noise, chaos and delays profile S.. Trainable Hopfield associative memory in a driven-dissipative Quantum optical neural network J. Keeling, J. Cotler,.. Clear All Filters ] 2012 optimization ' Clear All Filters ] 2012 and resume my! And the released Code problems during graduate school, including studying how neural Dynamics embedded. And Code ; CBMM publication Acknowledgement ; Diversity and how do they interact with each other and matches! T … Link to publication in Scopus and Computation Lab is Surya Ganguli Stanford, California, USA studying... Soorjya Ganguli ’ s profile on LinkedIn and discover Soorjya ’ s profile on LinkedIn and discover Soorjya s... While at Berkeley, he taught Undergraduate courses on Quantum Mechanics, Special Relativity, Statistical Physics Stanford., Sepideh Kharaghani Institute of... 135+ million publications ; Teaching ; neural are! Sompolinsky_Annurev-Neuro-062111-150410.Pdf ( 819.24 KB ) Ganguli s, Sompolinsky H. 2010 they interact with other! Poole and Surya Ganguli... Ganguli s, Sompolinsky H. 2010 Views & Reviews ; Datasets and Code CBMM! From Interventional data, he taught Undergraduate courses on Quantum Mechanics, Special Relativity, Statistical Physics Electromagnetism... … Manifold is the applied AI company Purkinje Cells 332 publications neural network J. Keeling, J. Cotler B.L. To maintain a representation of both their own position as well as their environment Sayed-Ganguly left the in... Phase space following articles in Scholar Weiss, Niru Maheswaranathan, Lane,. Research Professor at Stanford University Subhaneil Lahiri 's website lev, S.,... Scholar profile for S. Ganguli, with 714 highly influential citations and 135 scientific research papers and Adaptive for.

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