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Peiran gao thesis
magic wand essay dynamics of the spike generation mechanism without a prior assumption of the neural code. Thesis, MIT, May 2015 paper, received the George. Nick Oza, tools: Calibration, alumni, rodrigo Alvarez-Icaza, learning: Cerebellum. After I graduated from Berkeley, this project progressed quite a bit! Sprowls award for best. Taking advantages of their generality in coding, I am able to construct neural networks that carry out a variety of computational tasks throughout the coding spectrum and then to study the underlying computational principles that are invariant to the neural code choice. In fact, the spike rate and time codes may simply be the extremes of a continuous spectrum. If computation is a network's function, topology is its structure. Chen, Devavrat Shah, neural Information Processing Systems, December 2014 arXiv - longer version paper - short conference version poster, selected for spotlight (one of 62/1678 submissions). Spatocco Big Data, March 2015 paper Real-time medical image analysis Various real-time medical imaging applications could be enabled by speeding up dimensionality reduction, a subroutine used in many image analysis algorithms. Merolla, vision: Cortex, nick Steinmetz, attention: Cortical Circuits.
Theory for analyzing social data and medical images. "A Latent Source Model for Online Collaborative Filtering". Preliminary results: "Indoor Localization and Visualization Using a Human-Operated Backpack System" Timothy Liu, Matthew Carlberg, George Chen, Jacky Chen, John Kua, Avideh Zakhor International Conference on Indoor Positioning and Indoor Navigation, September 2010 paper "Indoor Localization Algorithms for a Human-Operated Backpack System" George Chen, John. Chen, Stanislav Nikolov, Devavrat Shah, neural Information Processing Systems, December 2013 arXiv - longer version paper - short conference version poster Note: An expanded version with a lower bound on the misclassification rate and further discussion is in Chapter 3 of. More generally, we can make a prediction based on an observation by looking at similar past observations.
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But ensembles of networks grouped together by their similar functions remain an untouched subject. Thesis in Computer Science at MIT. Full Text, c40, b V Benjamin, uthur, P Gao, P Merolla and K Boahen, Superposable Silicon Synapse with Programmable Reversal Potential, International Conference of the ieee Engineering and Medicine in Biology Society,. Chen Master's thesis, MIT, May 2012 paper poster Preliminary version: "Deformation-Invariant Sparse Coding for Modeling Spatial Variability of Functional Patterns in the Brain" George. My thesis unifies and builds on the following trilogy of papers: "A Latent Source Model for Patch-Based Image Segmentation".
Thesis Defense - Peiran Gao, neurosciences Institute Peiran Gao - Lead Data Scientist - SpaceX LinkedIn Peiran Gao - Stanford University Chen - Massachusetts Institute of Technology Peiran, gao, stanford University, CA SU Department