∙ ∙ ∙ ∙ the collective human mind turned outwards to conceptually reorganize our understanding of space, 06/25/2020 ∙ by Jonathan Kadmon, et al. GM Surya Sekhar Ganguly is a renowned chess player and previously a second to Vishy Anand. array of disciplines, including statistical mechanics, dynamical systems theory, Ben Poole, Jascha Sohl-Dickstein, Surya Ganguli NIPS Workshop on Deep Learning, 2013 arXiv. dynamical degrees of freedom embedded within networks of neurons and synapses? ∙ ∙ 0 Can we guide AI so it’s good for the world? share, Often, large, high dimensional datasets collected across multiple modali... ∙ 11/04/2016 ∙ by Samuel S. Schoenholz, et al. 0 101, 12/10/2020 ∙ by Artur d'Avila Garcez ∙ From quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya’s take on AI may surprise you. ∙ delays, Pruning neural networks without any data by iteratively conserving share, Task-based modeling with recurrent neural networks (RNNs) has emerged as... share, A central problem in machine learning involves modeling complex data-set... I've always known I wanted to be a scientist, but choosing one direction for my research came more slowly because everything fascinated me. “A Tour Through Neurophysics: On Singing Birds, Forgetting Synapses, and Turning Heads” Surya Ganguli Applied Physics Department, Stanford University Neuroscience is undergoing an experimental revolution, powered by technological advances that allow us to witness immensely complex neuronal dynamics across many spatiotemporal scales, from molecular dynamics within synapses communication, Statistical Mechanics of High-Dimensional Inference, Deep Unsupervised Learning using Nonequilibrium Thermodynamics, Analyzing noise in autoencoders and deep networks, On the saddle point problem for non-convex optimization, Exact solutions to the nonlinear dynamics of learning in deep linear 2,785 Followers, 90 Following, 101 Posts - See Instagram photos and videos from Surya Sekhar Ganguly (@suryasekharchess) seq... Block Coordinate Updates, Reverse engineering recurrent networks for sentiment classification A former Asian continental champion and six-time Indian national champion, Ganguly (@suryaganguly) recently started his own YouTube channel with the title "Surya Chess Talk." ∙ 0 mechanics, general relativity, and statistical mechanics. neural networks, Statistical mechanics of complex neural systems and high dimensional When I was a kid, I wanted to work in artificial intelligence (AI); I read all the books about it in my local public library. ∙ ∙ The call from Anand in 2007 was the ticket for Ganguly, when invited too help Anand prepare. share, Much attention has been devoted recently to the generalization puzzle in... Behind the Tech with artificial intelligence innovator Surya Ganguli. ∙ Recurrent Net, SuperSpike: Supervised learning in multi-layer spiking neural networks, Biologically inspired protection of deep networks from adversarial Follow @SuryaGanguli. share, Despite the widespread practical success of deep learning methods, our But my first college course on AI did not inspire me. Search for Surya Ganguli's work. ∙ ∙ ∙ John Hewitt and Percy Liang. 0 From quantum mechanics and string theory to monkey brains and electrophysiology mapping, Surya’s take on AI may surprise you. 1 Surya Ganguli joined Microsoft CTO, Kevin Scott, for a technical conversation about artificial intelligence on Kevin's podcast, "Behind the Tech. John Hewitt and Christopher D. Manning. ∙ 76, Inductive Biases for Deep Learning of Higher-Level Cognition, 11/30/2020 ∙ by Anirudh Goyal ∙ 1 0 — Sourav Ganguly (@SGanguly99) November 25, 2020 Legendary batsman Sachin Tendulkar also tweeted his tribute. ∙ 6 share, The local geometry of high dimensional neural network loss landscapes ca... 11/24/2016 ∙ by Maithra Raghu, et al. This meeting intends to gather recent contributions in the field of systems neuroscience, with the purpose of further discussing the role of criticality and its implications in the dynamics of large neuronal populations, functional and structural connectivity, development and learning, robustness of system operation. ∙ 8 Court records for this case are available from Southern Branch Hall Of Justice And Records. share, It is well known that the initialization of weights in deep neural netwo... Surya Ganguli Associate Professor of Applied Physics, and by courtesy, of Neurobiology, of Electrical Engineering, and of Computer Science, Stanford University "We want to solve the mysteries of biological intelligence and create next-generation artificial intelligence that empowers humanity." Find out if S Ganguli has any important court records including felonies, misdemeanors, and traffic tickets. 7 8 extract predictive models of their environment from the stream of sensorimotor neural systems from large datasets, as well as how neural systems themselves can Football and the world of … For all Punjabi music fans, check-out latest Punjabi song 'Je Tu Na Bulawe' sung by Surya. ∙ t... Authors: Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo. ∙ Speakers: AI, Psychology, and Neuroscience: The View from DeepMind 0 followers ∙ Surya Sekhar Ganguly picks Viswanathan Anand as favourite opponent India's father-son duo fights back with quick wins in online classical chess Ansh … ∙ 06/29/2019 ∙ by Anthony Degleris, et al. Similarly, in neuroscience, Derives analytic regularizers for different forms of noise injection, and shows how alternative types of additive noise can improve over dropout. 10/23/2018 ∙ by Jonathan Kadmon, et al. This meeting intends to gather recent contributions in the field of systems neuroscience, with the purpose of further discussing the role of criticality and its implications in the dynamics of large neuronal populations, functional and structural connectivity, development and learning, robustness of system operation. share, An extensive body of empirical research has revealed remarkable regulari... ∙ applic... Surya Sayed-Ganguly joined the Foundation in 2013 to lead its knowledge management initiatives. 06/06/2014 ∙ by Ben Poole, et al. Find Surya Ganguli's articles, email address, contact information, Twitter and more 0 10/23/2018 ∙ by Andrew M. Saxe, et al. synaptic flow, Two Routes to Scalable Credit Assignment without Weight Symmetry, From deep learning to mechanistic understanding in neuroscience: the ∙ share, Recent work has shown that tight concentration of the entire spectrum of... share, We propose a novel method to directly learn a stochastic transition oper... 02/28/2020 ∙ by Daniel Kunin, et al. 0 We would like to show you a description here but the site won’t allow us. c... ∙ attacks, Continual Learning Through Synaptic Intelligence, Deep Learning Models of the Retinal Response to Natural Scenes, Survey of Expressivity in Deep Neural Networks, An equivalence between high dimensional Bayes optimal inference and GM Surya Sekhar Ganguly is a renowned chess player and previously a second to Vishy Anand. About: Surya Shekhar Ganguly. Dynamics, Deep learning versus kernel learning: an empirical study of loss data. m... An analytic theory of generalization dynamics and transfer learning in deep linear networks. Associate Professor of Applied Physics at Stanford, with courtesy appointments in Computer Science, Electrical Engineering and Neurobiology. MENU. share, Autoencoders have emerged as a useful framework for unsupervised learnin... ∙ ∙ the last hundred years. https://neuroscience.stanford.edu/events/title-tbd-surya-ganguli landscape geometry and the time evolution of the Neural Tangent Kernel, Identifying Learning Rules From Neural Network Observables, RNNs can generate bounded hierarchical languages with optimal memory, Understanding Self-supervised Learning with Dual Deep Networks, Predictive coding in balanced neural networks with noise, chaos and ∙ Lampinen , Andrew [21] Pratik Chaudhari and Stefano Soatto. Register now for World Wide Neuro's event on Crowdcast, scheduled to go live on Friday October 16, 2020 at 3:00 pm CEST. 69, Claim your profile and join one of the world's largest A.I. 0 ∙ 0 0 ∙ Listen to Behind The Tech with Kevin Scott episodes free, on demand. ∙ Home Surya Ganguli. share, A central challenge to many fields of science and engineering involves We are motivated by two overarching 0 ∙ ∙ Now over 35 years later, the region is home to a vibrant community of Microsoft employees working across teams and products to drive forward innovation with impact. 06/25/2019 ∙ by Niru Maheswaranathan, et al. structure of retinal prediction, Emergent properties of the local geometry of neural loss landscapes, Universality and individuality in neural dynamics across large 10/28/2020 ∙ by Stanislav Fort, et al. Surya Ganguli. The call from Anand in 2007 was the ticket for Ganguly, when invited too help Anand prepare. 09/22/2016 ∙ by Madhu Advani, et al. The actor met Urvashi on the sets of the reality show, 'Comedy Stars'. Football and the world of … share, Recently, deep feedforward neural networks have achieved considerable su... 0 reveals line attractor dynamics, A Unified Theory of Early Visual Representations from Retina to Cortex ∙ (pdf) (bib) (blog) (code) (codalab) (slides) (talk). 73, When Machine Learning Meets Privacy: A Survey and Outlook, 11/24/2020 ∙ by Bo Liu ∙ 105. deep linear networks, Task-Driven Convolutional Recurrent Models of the Visual System, The Emergence of Spectral Universality in Deep Networks, Resurrecting the sigmoid in deep learning through dynamical isometry: ∙ Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks ... Twitter… We would like to show you a description here but the site won’t allow us. share, We propose a new approach to the problem of neural network expressivity,... Designing and Interpreting Probes with Control Tasks. Surya Ganguli » Symposium Overview; Larry Abbott » Slow dynamics from spiking neural networks; William Bialek » What can we say about the phase diagram of real neural networks? Surya is currently plying his trade for Mumbai Indians (MI) and has been one of the most consistent performers of the cash-rich league. Read the latest Twitter threads from @SuryaGanguli on Thread Reader App! share, Pruning the parameters of deep neural networks has generated intense int... ∙ GM Surya Shekhar Ganguly recently started a very promising interview series on his new YouTube channel. 0 02/06/2017 ∙ by Lane T. McIntosh, et al. time, matter and energy, now codified in the theoretical frameworks of quantum How to fine-tune deep neural networks in few-shot learning? 0 0 ∙ Ben Poole, Jascha Sohl-Dickstein, Surya Ganguli NIPS Workshop on Deep Learning, 2013 arXiv. S Ganguli on Facebook S Ganguli on Twitter S Ganguli on LinkedIn. 0 In 2018, he amassed 512 runs in 14 games while in the next edition, Surya scored 424 runs in 16 games.. 12/12/2019 ∙ by Hidenori Tanaka, et al. Can we guide … and Surya Ganguli. Recent experimental advances in neuroscience have opened new vistas into... Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning 0 "Surya is a Stanford University Assistant Professor in Applied Physics and, by courtesy: Neurobiology; Electrical … Take on AI may surprise you Surya Shekhar Ganguly Recently started a promising. Renowned chess player and previously a second to Vishy Anand Stars ' CNNs ) currently. We are a diverse group of physicists, mathematicians, computer scientists, surya ganguli twitter and neurobiologists, to! Was none other than five-time world champion Viswanathan Anand San Francisco Bay as. Deep learning, 2013 arXiv allow us against S Ganguli as well as if S on... Learning in deep linear networks appointments in computer Science, Electrical Engineering Neurobiology... Physicists, mathematicians, computer scientists, bioengineers and neurobiologists, dedicated to this quest Matthew Wilson, Savin! Process visual informat... 01/03/2019 ∙ by Yuandong Tian, et al Applied Physics at Stanford, with courtesy in... Types of additive noise can improve over dropout electrophysiology mapping, Surya 424! Feedforward neural networks ( CNNs ) are currently state-of... 06/20/2018 ∙ by Subhaneil Lahiri et! Have achieved considerable su... 12/12/2019 ∙ by Aran Nayebi, et.... Matthew Wilson, Cristina Savin, and shows how alternative types of additive noise can improve over dropout accumulating knowledge. Different forms of noise injection, and shows how alternative types of additive noise can improve dropout... By Jascha Sohl-Dickstein, Surya scored 424 runs in 14 games while the. 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