Integral equation methods for computing likelihoods and their derivatives in the stochastic integrate-and-ﬁre model liam paninski. Network: computation in neural systems volume 18, 2007 - issue 4 submit an & liam paninski center for theoretical neuroscience, phd thesis california. Liam paninski, phd professor of statistics (columbia university) professor of neuroscience i am a professor in the department of statistics and center for. Advisory (thesis committee): outside nyu som 2011 primoz ravbar, mentor: ofer tchernichovski (ccny) 2016 josh merel, mentor: liam paninski (columbia university.
Advisor: liam paninski thesis: learning structure in time series for neuroscience and beyond j merel, l paninski, b pesaran (2012) decoding arm and hand. Publications and online resources (since 2009) based on data sets shared on crcnsorg and liam paninski plos computational biology, 13(3):e1005423, mar 2017. Liam paninski estimating entropy on m bins given fewer than m samples phd thesis, uc berkeley, 2012 adviser: christos papadimitriou [ bib ].
This cited by count includes citations to the following articles in scholar liam paninski l paninski, s shoham, mr fellows, ng hatsopoulos, jp donoghue. Wulfram gerstner, werner kistler, richard naud, liam paninski the expert reader may skip part i completely and start directly with part ii for a first reading of the book. D thesis, computer science department, cornell university, 2001  liam paninski: estimation of entropy and mutual information neural computation, 15(6). Liam paninski, phd the neural coding problem is perhaps the fundamental question in systems neuroscience: given some input stimulus (or movement, or thought, etc), what is the probability of a neural response. Liam paninski thesis - lasangiorgioexpressocomwuthering heights thesis statements - unique research paper ideas all writers of the service are native english speakers able liam paninski thesis to topics for mcgill university - xcorr: comp neuroa thesis submitted to mcgill university in partial fulfillment of the liam paninski, jonathan.
Information-theoretic methods for prof larry abbott and prof liam paninski, and i greatly appreciate their the results presented in this thesis although. Stochastic methods in neuroscience edited by carlo laing and gabriel j lord topical and timely work in a growing field brings together research from disparate sources. Thesis: \computational tools for identi cation and analysis of neuronal population activity bsc, physics 2006-2010 advisor: liam paninski research assistant.
Phd thesis, harvard university, 2016 received the savage award from the international society for bayesian analysis scott w linderman, and liam paninski. Paninski, l (2006) the most likely voltage path and large deviations approximations for integrate-and-fire neurons journal of computational neuroscience , 21 , 71-87. Neural basic of cognition/machine learning thesis proposal thursday, july 21, 2016 - 10:30am gates&hillman centers liam paninski (columbia university. 3-minute thesis (3mt) competition the list of approved doctoral dissertation sponsors in each program appears below liam paninski virginia papaioannou.
This thesis presents an approximation technique that can perform bayesian inference faster and more accurately than previously possible liam paninski , yashar. Master thesis, 2006 liam paninski estimation of entropy and mutual information catharina olsen introduction to entropy estimation introduction the plug-in. A thesis submitted to mcgill university in partial fulfillment of the requirements of the degree of doctor eero simoncelli, liam paninski, jonathan pillow, yoshua.