Understanding how interneurons shape retinal responses using nonlinear modeling of parallel pathways. Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google. http://ganguli-gang.stanford.edu/~surya.html. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. Ph.D. Neurosciences, Stanford University, B.S. Recently, deep feedforward neural networks have achieved considerable success in modeling biological sensory processing, in terms of reproducing the input-output map of sensory neurons. Department of Neurobiology, Stanford University, PhD student, Neuroscience Alex Williams! 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. ... Now, my lab and I are searching for unified principles of computation that apply to both biological and artificial circuits, which could lead to a unification of AI, psychology, neuroscience, and more. Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Lev, S. Ganguli, In prep By treating high dimensional inference using mathematics from disordered system and random matrix … Cannot retrieve contributors at this time, website for the Neural Dynamics and Computation lab, , , , col-xs-5 col-sm-4 col-lg-offset-1 col-lg-3, col-lg-7 col-xs-12 col-sm-8 surya-description, http://www.stanford.edu/dept/app-physics/cgi-bin/, http://www.stanford.edu/dept/app-physics/cgi-bin/person/surya-gangulijanuary-2012/, http://med.stanford.edu/profiles/Surya_Ganguli/, ================================================== -->, . LEADERSHIP LAB: The Craft of Writing Effectively - Duration: 1:21:52. I am studying the function of diverse sets of interneurons in the retina by using two-photon microscopy and electrophysiology. Surya Ganguli, Associate Professor of Applied Physics, and by courtesy, of Neurobiology, of Electrical Engineering, and of Computer Science, Stanford University; Faculty Associate Director, Stanford Institute for Human-Centered Artificial Intelligence 9:15-11:30 am Research Talks. Understanding interneuron contributions to pattern adaptation using simultaneous intracellular and multielectrode recording. Neuroscience, College of William and Mary I'm a graduate student in the Neurosciences program here at Stanford, co-advised by Prof. Surya Ganguli and Prof. Lisa Giocomo. Surya Ganguli Giving a @worldwideneuro seminar tomorrow on "Theoretical and computational approaches to neuroscience with complex models in high dimensions across multiple timescales: from perception to motor control and learning" (i.e. Matthew Wilson received his bachelor’s degree in Electrical Engineering from Rensselaer Polytechnic Institute in 1983, his master’s degree in Electrical Engineering from the University of Wisconsin, Madison in 1986, and his Ph.D. in Computation and Neural Systems from the California Institute of Technology in 1990. Before joining the Baccus lab, I was studying the optics of nanolaser and device physics during my Ph.D. in Physics from KAIST, Korea. Aran Nayebi PhD student (Neuroscience; joint with Surya Ganguli) Aran is a PhD student in the Neurosciences Graduate Program. A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity. SURYA GANGULI:I'm going to talk about statistical physics of deep learning, essentially. Medical School Hannover I am a Basic Life Research Scientist working in the Baccus lab for more than ten years. ganguli-lab / Saturation_Enhanced_Plasticity. Madhu Advani! Ben Sorscher*, Gabriel C. Mel*, Samuel A. Ocko, Surya Ganguli Code on GitHub. Ben Poole! Subhaneli Lahiri! The first consists of optical recording from a population of inhibitory interneurons known as amacrine cells while simultaneously electrically recording from a population of retinal output cells (ganglion cells). Kiah Hardcastle! And then it sort of led to a bunch of results in … Address Department of Applied Physics, Stanford University 318 Campus Drive Stanford, CA 94305-5447 sganguli@stanford.edu http://ganguli-gang.stanford.edu/~surya.html Biographic Data Born in Kolkata, India. Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. Hannover Germany​, Assistant Professor, Montana State University, Visiting Instructor Currently US citizen. Computational Neuroscience, University of Chicago. So this is some ongoing work in my lab that was really motivated by trying to understand how neural networks and infants learn categories. Surya Ganguli - A mathematical theory of semantic development in deep neural networks - Duration: 21:00. Surya Ganguli. I'm a PhD candidate co-advised by Surya Ganguli. 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 cogn… View Prof. Baccus' Faculty Profile​​​​​​​​​​​​​​​. Ganguli Lab website. J. Keeling, J. Cotler, B.L. More information at my website (lanemcintosh.com). Kiah Hardcastle khardcas@stanford.edu. B.A. We study how the circuitry of the retina translates the visual scene into electrical impulses in the optic nerve. Research began through collaboration between the labs of Stanford University Professors Surya Ganguli and Stephen Baccus, the paper’s two senior authors. Dr. Ganguli is primarily known for his work on neural networks and deep learning, although he has also published papers on theoretical physics. Mathematics, University of Hawaii. Surya Ganguli joined Microsoft CTO, Kevin Scott, for a technical conversation about artificial intelligence on Kevin's podcast, "Behind the Tech. M.A. Understanding how cellular mechanisms implement theoretical principles of adaptive coding using biophysical models. To eradicate this irony, we must develop a new science of […] I'm a PhD candidate co-advised by Surya Ganguli. Instituto Nacional de Psiquiatria, Mexico. Surya Ganguli. Biographic Data Born in Kolkata, India. B.A. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. Peiran Gao! During my PhD research with Surya Ganguli as a member of the Neural Dynamics and Computation Lab at Stanford University I focused on the developing field of high dimensional statistics, where inference accuracy is hindered by a high dimensional parameter space (the curse of dimensionality). Niru Maheswaranathan! http://niru.org. I have two ongoing research projects. You signed in with another tab or window. Assistant professor of applied physics. Watch 9 Star 0 Fork 0 Code for generating computational figures in paper 0 stars 0 forks Star ... Subhaneil Lahiri, Rhea R. Kimpo, Hanmi Lee, Surya Ganguli, Carla J. Shatz, Jennifer L. Raymond. Towards Glimpses of a New Science of Brains, Minds and Machines: Weaving Together Physics, Computer Science, and Neurobiology Our neural circuits exploit the laws of physics to perform computations in ways that are fundamentally different from traditional computers designed by these same neural circuits. More information at my website (lanemcintosh.com). not sure what I will say yet :)) 40d Speakers Matthew Wilson, Cristina Savin, and Surya Ganguli. http://www.montana.edu/nnategh/index.html. Dr. Ganguli, one of four Stanford professors who are lead investigators on collaborative projects with our PHI Lab, is an associate professor in the Department of Applied Physics. Acknowledgements! Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli Code on GitHub. Dr. Page 1 of 6 Surya Ganguli Associate Professor of Applied Physics and , by courtesy, of Neurobiology and of Electrical Engineering Curriculum Vitae available Online Jascha Sohl-Dickstein! I am a post-doc studying theoretical neuroscience and biophysics in the I am a research scientist in Baccus lab. Grid cells in the brain fire in strikingly regular hexagonal patterns across space. There are currently two seemingly unrelated frameworks for understanding these patterns. 318 Campus Drive. Surya Ganguli's Lab, Department of Neurosurgery "Surya is a Stanford University Assistant Professor in Applied Physics and, by courtesy: Neurobiology; Electrical Engineering and … Surya Ganguli . Surya Ganguli is an assistant professor in the Department of Applied Physics at Stanford University, with courtesy appointments in Neurobiology and Electrical Engineering. Speakers: AI, Psychology, and Neuroscience: The View from DeepMind My name is Julia Wang, I am a undergraduate (class of 2019) studying Computer Science. Surya Ganguli Dept of Applied Physics And, by courtesy, Neurobiology Electrical Engineering collaboration with Shenoy Lab Stanford University Peiran Gao Eric Trautmann . Realizing a trainable Hopfield associative memory in a driven-dissipative quantum optical neural network. Mathematics, University of Hawaii. Math and B.S. Contribute to ganguli-lab/website development by creating an account on GitHub. The site facilitates research and collaboration in academic endeavors. Currently US citizen. Understanding the theory, function and mechanisms of how neural populations represent a dynamic visual scene. Address Department of Applied Physics, Stanford University. Neural Dynamics and Computation Lab About us The last century witnessed the unfolding of a great intellectual adventure, as the collective human mind turned outwards to conceptually reorganize our understanding of space, time, matter and energy, now codified in the theoretical frameworks of quantum mechanics, general relativity, and statistical mechanics. Ganguli Lab!! Understanding the relationship between statistical models and the biophysics of retinal pathways. Ganguli is primarily known for his work on neural networks and deep learning, although he has also published papers on theoretical physics.He presently runs the Neural Dynamics and Computation Lab at Stanford, where he aims to reverse engineer how networks of neurons and … I am interested in how neural networks encode information about the world. After a year in start-up land, he joined the lab in September 2016. My second project is focused on optimizing and understanding how ultrasonic neurostimulation works by using our in vitro retina animal model. M.A. Stanford, CA 94305-5447. sganguli@stanford.edu. He and his lab study how networks of neurons and synapses cooperate to mediate important brain functions, like sensory perception, motor control and memory. Understanding how and why eye movements change the neural code. Trainable Hopfield associative memory in a driven-dissipative quantum optical neural network change the neural Code S. Ganguli in! At Stanford University, with courtesy appointments in Neurobiology and Electrical Engineering with..., Cristina Savin, and Surya Ganguli dr. Ganguli is an assistant in... Interneurons shape retinal responses using nonlinear modeling of parallel pathways a undergraduate ( class of 2019 studying... Both enhanced and impaired learning with enhanced plasticity Neuroscience ; joint with Surya Ganguli Dept Applied! 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