The ones marked * may be different from the article in the profile. Add co-authors Co-authors. Springer International Publishing, 653-662. This "Cited by" count includes citations to the following articles in Scholar. Done. Princeton University Press, New Jersey, 1961. Follow this author. Follow this author. PDF Restore Delete Forever. PDF Restore Delete Forever. PDF Restore Delete Forever. Zusammengeführte Zitate. Heterogeneous Features Integration in Deep Knowledge Tracing. PhD Student @ Cornell CS and Google Brain. The ones marked * may be different from the article in the profile. New citations to this author. Please join the Simons Foundation and our generous member organizations in supporting arXiv during our giving campaign September 23-27. Follow this author. Personal website of Niru Maheswaranathan. The ones marked * may be different from the article in the profile. New articles by this author. This "Cited by" count includes citations to the following articles in Scholar. … This "Cited by" count includes citations to the following articles in Scholar. New articles related to this author's research . Dan Yamins, Assistant Professor of Psychology and Computer Science, Stanford University; Faculty Scholar, Wu Tsai Neurosciences Institute. PDF hochladen. Absence epilepsy is a neurological condition characterized by abnormally synchronous electricalactivity within two mutually connected brain regions, the thalamus and cortex, that results in seizuresand affects more than 6.5 million people. Upload PDF. F. Zenke and S. Ganguli, SuperSpike: Supervised learning in multi-layer spiking neural networks, … 1994. The synaptotrophic hypothesis posits that synapse formation stabilizes dendritic branches, yet this hypothesis has not been causally tested in vivo in the mammalian brain. Die mit * markierten Artikel sind möglicherweise nicht mit dem Artikel im Nutzerprofil identisch. Surya Ganguli is a University Professor at Stanford University and a Visiting Research Professor at Google.Dr. Follow this author. PDF hochladen. The ones marked * may be different from the article in the profile. Email address for updates. New articles by this author. Currently, I conduct this work on the Brain Team at Add co-authors Co-authors. This "Cited by" count includes citations to the following articles in Scholar. Email address for updates. Google Scholar; Y. Bengio. Email address for updates. Done. New citations to this author. New articles by this author. The ones marked * may be different from the article in the profile. Add co-authors Co-authors. New articles by this author. Neurosci. Upload PDF. New articles related to this author's research . The ones marked * may be different from the article in the profile. Done. This "Cited by" count includes citations to the following articles in Scholar. Upload PDF. Done. Done. New citations to this author. Die kombinierten Zitate werden nur für den ersten Artikel gezählt. 100% of your contribution will fund improvements and new initiatives to benefit arXiv's global scientific community. Upload PDF. PDF Restore Delete Forever. Google Scholar; Haiqin Cheung, Lap Pongand Yang. Presynaptic ligand cerebellin-1 (Cbln1) and postsynaptic receptor GluD2 mediate synaptogenesis between granule cells and Purkinje cells in the molecular layer of the cerebellar cortex. This "Cited by" count includes citations to the following articles in Scholar. This "Cited by" count includes citations to the following articles in Scholar. Upload PDF. Email address for updates. I am interested in developing tools and analyses for understanding exactly how machine learning models work. M. Advani and S. Ganguli, Statistical mechanics of optimal convex inference in high dimensions, Physical Review X, 6, 031034, 2016. Add co-authors Co-authors. Welcome! Email address for updates. How Not to Create a Robot's Mind Chelsea Finn, Assistant Professor of Computer Science and Electrical Engineering, Stanford University. Follow this author. PDF Restore Delete Forever. Donate to arXiv. This "Cited by" count includes citations to the following articles in Scholar. PDF Restore Delete Forever. The ones marked * may be different from the article in the profile. Follow this author. New articles by this author. Dieser Wert bei "Zitiert von" enthält Zitate der folgenden Artikel in Scholar. Add co-authors Co-authors. Die mit * markierten Artikel sind möglicherweise nicht mit dem Artikel im Nutzerprofil identisch. New articles related to this author's research . View Surya Ganguli’s profile on LinkedIn, the world's largest professional community. John Hewitt, Michael Hahn, Surya Ganguli, Percy Liang, Christopher D. Manning 2020 Conference on the Mathematical Theory of Deep Learning (abstracts). The ones marked * may be different from the article in the profile. M. Advani and S. Ganguli, An equivalence between high dimensional Bayes optimal inference and M-estimation, Neural Information Processing Systems (NIPS) 2016. Prior to this position I was a visiting scholar in Surya Ganguli's lab at Stanford University, and an academic resident at Khan Academy. PDF Restore Delete Forever. New articles by this author. This "Cited by" count includes citations to the following articles in Scholar. Done. New articles related to this author's research . Follow this author . Done. Follow this author. Add co-authors Co-authors. Email address for updates. This "Cited by" count includes citations to the following articles in Scholar. Upload PDF. The ones marked * may be different from the article in the profile. New articles related to this author's research . Folgende Artikel sind in Scholar zusammengeführt. Google Scholar; R. Bellman. New citations to this author. Folgende Artikel sind in Scholar zusammengeführt. Follow this author . Resume/CV. Google Scholar; Y. Bengio and X. Glorot. Add co-authors Co-authors. numenta-scholar.functional.ai Toggle navigation. PDF Restore Delete Forever. Page 1. Surya has 5 jobs listed on their profile. PDF Restore Delete Forever. Foundations and Trends in Machine Learning, 2(1): 1-127, 2009. doi: 10.1561/2200000006. Follow this author. New articles related to this author's research. In Neural Information Processing. Email address for updates. New citations to this author. New articles by this author. PDF Restore Delete Forever. Adaptive Control Processes: A Guided Tour. Follow this author . This "Cited by" count includes citations to the following articles in Scholar. PDF Restore Delete Forever. New articles related to this author's research . Email address for updates. I earned my PhD in 2012 in the Redwood Center for Theoretical Neuroscience at UC … Follow this author. New articles related to this author's research . Add co-authors Co-authors. New citations to this author. Add co-authors Co-authors. New articles related to this author's research. New articles by this author. Epilepsy is commonly studied through the use of theelectroencephalogram (EEG), a device that monitors brain waves over time. 2017. This "Cited by" count includes citations to the following articles in Scholar. The ones marked * may be different from the article in the profile. New citations to this author. Email address for updates. New citations to this author. Learning deep architectures for AI. Add co-authors Co-authors. PDF Restore Delete Forever. Add co-authors Co-authors. Email address for updates. New citations to this author. Done. Google Scholar; Albert T. Corbett and John R. Anderson. User Modeling and User-Adapted Interaction 4, 4 (01 Dec 1994), … Knowledge tracing: Modeling the acquisition of procedural knowledge. lecture Theoretical Neuroscience and Deep Learning Theory as author at Deep Learning (DLSS) and Reinforcement Learning (RLSS) Summer School, Montreal 2017, 6528 views Moderators: Christopher Manning and Surya Ganguli 11:30 am-12:00 pm Break 12:00-2:40 pm … Upload PDF. New citations to this author. Email address for updates. New citations to this author. Follow this author. New articles by this author . Upload PDF. Add co-authors Co-authors. This "Cited by" count includes citations to the following articles in Scholar. New citations to this author. New articles related to this author's research . Done. Koautor hinzufügen Koautoren. New articles by this author. New articles by this author. Email address for updates. About Me. Kristofer E. Bouchard, Surya Ganguli, Michael S. Brainard: Role of the site of synaptic competition and the balance of learning forces for Hebbian encoding of probabilistic Markov sequences. Front. In the past, I’ve collaborated with Jascha Sohl-Dickstein and Surya Ganguli at Stanford. New articles by this author. Upload PDF. Follow this author. New articles related to this author's research . Add co-authors Co-authors. PDF Restore Delete Forever. Email address for updates. The ones marked * may be different from the article in the profile. Done. John … PDF Restore Delete Forever. Done. Semantic Scholar profile for S. Ganguli, with 663 highly influential citations and 129 scientific research papers. New citations to this author. Add co-authors Co-authors. Upload PDF. Upload PDF. I am currently doing extended research with the Google Brain Team, where my mentors are Quoc Le and Samy Bengio. This "Cited by" count includes citations to the following articles in Scholar. and S. Ganguli, Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor components analysis, Neuron 2018. Done. New articles by this author. Done. Die kombinierten Zitate werden nur für den ersten Artikel gezählt. Upload PDF. PDF Restore Delete Forever. Semantic Bootstrapping in Frames: A Computational Model of Syntactic Category Acquisition. Done. PDF Restore Delete Forever. Upload PDF. Panel Discussion. New citations to this author. The ones marked * may be different from the article in the profile. Koautor hinzufügen Koautoren. Dieser Wert bei "Zitiert von" enthält Zitate der folgenden Artikel in Scholar. New articles related to this author's research . 2015 (2015) I am a staff research scientist in the Brain group at Google. The ones marked * may be different from the article in the profile. New articles by this author. Zusammengeführte Zitate. Email address for updates. Done. Upload PDF. New articles by this author. Email address for updates. Email address for updates. The ones marked * may be different from the article in the profile. Upload PDF. Add co-authors Co-authors. New citations to this author. Follow this author. Surya Ganguli (sganguli@stanford.edu) Department of Applied Physics Stanford University, Stanford, CA 94305 USA Abstract Despite the widespread practical success of deep learning methods, our theoretical under-standing of the dynamics of learning in deep neural networks remains quite sparse. New articles related to this author's research . I am a PhD student in Computer Science at Cornell University, where I am very fortunate to be advised by Jon Kleinberg. Comput. New articles related to this author's research. New articles related to this author's research. This "Cited by" count includes citations to the following articles in Scholar. New citations to this author. Add co-authors Co-authors. New articles by this author. New articles related to this author's research. Done. The ones marked * may be different from the article in the profile. Follow this author. All articles; Surya_Ganguli [PDF] Dissecting neuronal circuits for navigation in experiments and models Submitted by Scholar monitor (not verified) on Sat, 11/28/2020 - 04:24. 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 … Upload PDF. The ones marked * may be different from the article in the profile. This "Cited by" count includes citations to the following articles in Scholar. Surya Ganguli triple majored in physics, mathematics, and electrical engineering and computer science at MIT, completed a PhD in string theory at Berkeley, and a postdoc in theoretical neuroscience at UCSF. Understanding the difficulty of training deep feedforward neural networks. 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