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