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. B.A. Surya Ganguli. http://niru.org. Dr. Ganguli is primarily known for his work on neural networks and deep learning, although he has also published papers on theoretical physics. 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 / Saturation_Enhanced_Plasticity. 318 Campus Drive. Grid cells in the brain fire in strikingly regular hexagonal patterns across space. http://www.montana.edu/nnategh/index.html. Realizing a trainable Hopfield associative memory in a driven-dissipative quantum optical neural network. 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 … So this is some ongoing work in my lab that was really motivated by trying to understand how neural networks and infants learn categories. 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. Peiran Gao! Surya Ganguli - A mathematical theory of semantic development in deep neural networks - Duration: 21:00. Understanding interneuron contributions to pattern adaptation using simultaneous intracellular and multielectrode recording. 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. Ben Sorscher*, Gabriel C. Mel*, Samuel A. Ocko, Surya Ganguli Code on GitHub. Ben Poole! Ganguli Lab website. The site facilitates research and collaboration in academic endeavors. Jascha Sohl-Dickstein! He and his lab study how networks of neurons and synapses cooperate to mediate important brain functions, like sensory perception, motor control and memory. I am a Basic Life Research Scientist working in the Baccus lab for more than ten years. Mathematics, University of Hawaii. You signed in with another tab or window. http://ganguli-gang.stanford.edu/~surya.html. "Surya is a Stanford University Assistant Professor in Applied Physics and, by courtesy: Neurobiology; Electrical Engineering and … Dr. Surya Ganguli Dept of Applied Physics And, by courtesy, Neurobiology Electrical Engineering collaboration with Shenoy Lab Stanford University Peiran Gao Eric Trautmann . Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google. I am a research scientist in Baccus lab. Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli Code on GitHub. 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. Surya Ganguli is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Aran Nayebi PhD student (Neuroscience; joint with Surya Ganguli) Aran is a PhD student in the Neurosciences Graduate Program. 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. M.A. SURYA GANGULI:I'm going to talk about statistical physics of deep learning, essentially. I am studying the function of diverse sets of interneurons in the retina by using two-photon microscopy and electrophysiology. 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. LEADERSHIP LAB: The Craft of Writing Effectively - Duration: 1:21:52. I am interested in how neural networks encode information about the world. Currently US citizen. Madhu Advani! Computational Neuroscience, University of Chicago. After a year in start-up land, he joined the lab in September 2016. We study how the circuitry of the retina translates the visual scene into electrical impulses in the optic nerve. 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. Instituto Nacional de Psiquiatria, Mexico. ... 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. Department of Neurobiology, Stanford University, PhD student, Neuroscience Surya Ganguli is an assistant professor in the Department of Applied Physics at Stanford University, with courtesy appointments in Neurobiology and Electrical Engineering. A saturation hypothesis to explain both enhanced and impaired learning with enhanced plasticity. I am a post-doc studying theoretical neuroscience and biophysics in the Surya Ganguli . My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. B.A. Understanding how interneurons shape retinal responses using nonlinear modeling of parallel pathways. 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. 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/, ================================================== -->, . Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. Kiah Hardcastle! Math and B.S. Speakers Matthew Wilson, Cristina Savin, and Surya Ganguli. Medical School Hannover My name is Julia Wang, I am a undergraduate (class of 2019) studying Computer Science. Surya Ganguli joined Microsoft CTO, Kevin Scott, for a technical conversation about artificial intelligence on Kevin's podcast, "Behind the Tech. By treating high dimensional inference using mathematics from disordered system and random matrix … Lev, S. Ganguli, In prep Hannover Germany​, Assistant Professor, Montana State University, Visiting Instructor Niru Maheswaranathan! Contribute to ganguli-lab/website development by creating an account on GitHub. Surya Ganguli. Currently US citizen. More information at my website (lanemcintosh.com). Assistant professor of applied physics. 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). 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… M.A. View Prof. Baccus' Faculty Profile​​​​​​​​​​​​​​​. Ganguli Lab!! Understanding the theory, function and mechanisms of how neural populations represent a dynamic visual scene. not sure what I will say yet :)) 40d I'm a PhD candidate co-advised by Surya Ganguli. Alex Williams! There are currently two seemingly unrelated frameworks for understanding these patterns. Understanding how cellular mechanisms implement theoretical principles of adaptive coding using biophysical models. J. Keeling, J. Cotler, B.L. Research began through collaboration between the labs of Stanford University Professors Surya Ganguli and Stephen Baccus, the paper’s two senior authors. 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. My research focuses on understanding general principles underlying sensory processing, in particular using tools from deep learning and information theory. Understanding the relationship between statistical models and the biophysics of retinal pathways. Address Department of Applied Physics, Stanford University. To eradicate this irony, we must develop a new science of […] Mathematics, University of Hawaii. I'm a PhD candidate co-advised by Surya Ganguli. 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). Understanding how and why eye movements change the neural code. Stanford, CA 94305-5447. sganguli@stanford.edu. Subhaneli Lahiri! Kiah Hardcastle khardcas@stanford.edu. And then it sort of led to a bunch of results in … Page 1 of 6 Surya Ganguli Associate Professor of Applied Physics and , by courtesy, of Neurobiology and of Electrical Engineering Curriculum Vitae available Online More information at my website (lanemcintosh.com). Surya Ganguli's Lab, Department of Neurosurgery Biographic Data Born in Kolkata, India. Before joining the Baccus lab, I was studying the optics of nanolaser and device physics during my Ph.D. in Physics from KAIST, Korea. 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. I have two ongoing research projects. My second project is focused on optimizing and understanding how ultrasonic neurostimulation works by using our in vitro retina animal model. Speakers: AI, Psychology, and Neuroscience: The View from DeepMind Acknowledgements! 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