Christopher Rozell

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Adam CharlesJohns Hopkins University, Department of Biomedical EngineeringDirección de correo verificada de jhu.edu
Don JohnsonProfessor of Electrical & Computer Engineering, Rice UniversityDirección de correo verificada de rice.edu
Han Lun YapDSO National LaboratoriesDirección de correo verificada de dso.org.sg
Bruno OlshausenProfessor, UC BerkeleyDirección de correo verificada de berkeley.edu
Michael B. WakinProfessor, Electrical Engineering, Colorado School of MinesDirección de correo verificada de mines.edu
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityDirección de correo verificada de rice.edu
Abigail Anne (Abbie) KressnerTechnical University of DenmarkDirección de correo verificada de dtu.dk
N. J. HalasRice UniversityDirección de correo verificada de rice.edu
David V. AndersonGeorgia TechDirección de correo verificada de gatech.edu
Garrett B. StanleyGeorgia Institute of Technology & Emory UniversityDirección de correo verificada de bme.gatech.edu
Salman AsifAssociate Professor, ECE, University of California, RiversideDirección de correo verificada de ece.ucr.edu
Pierre GarriguesYahoo ResearchDirección de correo verificada de yahoo-inc.com
Clarissa WhitmireThe University of QueenslandDirección de correo verificada de uq.edu.au
Sinan SinanovićGlasgow Caledonian UniversityDirección de correo verificada de gcu.ac.uk

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Christopher Rozell

Julian T. Hightower Chaired Professor of Electrical & Computer Engineering, Georgia Tech

Dirección de correo verificada de gatech.edu - Página principal

Computational neuroengineering Machine learning & AI Neurotechnology Computational psychiatry


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Sparse coding via thresholding and local competition in neural circuits CJ Rozell, DH Johnson, RG Baraniuk, BA Olshausen Neural computation 20 (10), 2526-2563, 2008	562	2008
All-optical nanoscale pH meter SW Bishnoi, CJ Rozell, CS Levin, MK Gheith, BR Johnson, DH Johnson, ... Nano letters 6 (8), 1687-1692, 2006	409	2006
Learning sparse codes for hyperspectral imagery AS Charles, BA Olshausen, CJ Rozell IEEE Journal of Selected Topics in Signal Processing 5 (5), 963-978, 2011	240	2011
Sparsity penalties in dynamical system estimation A Charles, MS Asif, J Romberg, C Rozell 2011 45th annual conference on information sciences and systems, 1-6, 2011	119	2011
Visual nonclassical receptive field effects emerge from sparse coding in a dynamical system M Zhu, CJ Rozell PLoS computational biology 9 (8), e1003191, 2013	113	2013
Cingulate dynamics track depression recovery with deep brain stimulation S Alagapan, KS Choi, S Heisig, P Riva-Posse, A Crowell, V Tiruvadi, ... Nature 622 (7981), 130-138, 2023	105	2023
Convergence and Rate Analysis of Neural Networks for Sparse Approximation A Balavoine, J Romberg, CJ Rozell IEEE Transactions on Neural Networks and Learning Systems 23 (9), 1377-1389, 2012	90	2012
Generative causal explanations of black-box classifiers M O'Shaughnessy, G Canal, M Connor, C Rozell, M Davenport Advances in neural information processing systems 33, 5453-5467, 2020	87	2020
The restricted isometry property for random block diagonal matrices A Eftekhari, HL Yap, CJ Rozell, MB Wakin Applied and Computational Harmonic Analysis 38 (1), 1-31, 2015	86	2015
Hierarchical optimal transport for multimodal distribution alignment J Lee, M Dabagia, E Dyer, C Rozell Advances in neural information processing systems 32, 2019	80	2019
Dynamic Filtering of Time-Varying Sparse Signals viaMinimization AS Charles, A Balavoine, CJ Rozell IEEE Transactions on Signal Processing 64 (21), 5644-5656, 2016	69	2016
Concentration of Measure for Block Diagonal Matrices with Applications to Compressive Signal Processing JY Park, HL Yap, C Rozell, M Wakin IEEE Transactions on Signal Processing 59 (12), 5859-5875, 2011	67	2011
Optimal sparse approximation with integrate and fire neurons S Shapero, M Zhu, J Hasler, C Rozell International journal of neural systems 24 (05), 1440001, 2014	66	2014
Matched filtering for heart rate estimation on compressive sensing ECG measurements G Da Poian, CJ Rozell, R Bernardini, R Rinaldo, GD Clifford IEEE Transactions on Biomedical Engineering 65 (6), 1349-1358, 2017	65	2017
Locally competitive algorithms for sparse approximation C Rozell, D Johnson, R Baraniuk, B Olshausen 2007 IEEE International Conference on Image Processing 4, IV-169-IV-172, 2007	62	2007
Design strategies for dynamic closed-loop optogenetic neurocontrol in vivo MF Bolus, AA Willats, CJ Whitmire, CJ Rozell, GB Stanley Journal of neural engineering 15 (2), 026011, 2018	58	2018
Variational autoencoder with learned latent structure M Connor, G Canal, C Rozell International conference on artificial intelligence and statistics, 2359-2367, 2021	54	2021
What governs attitudes toward artificial intelligence adoption and governance? MR O’Shaughnessy, DS Schiff, LR Varshney, CJ Rozell, MA Davenport Science and Public Policy 50 (2), 161-176, 2023	53	2023
Sub-second dynamics of theta-gamma coupling in hippocampal CA1 L Zhang, J Lee, C Rozell, AC Singer Elife 8, e44320, 2019	47	2019
PatcherBot: a single-cell electrophysiology robot for adherent cells and brain slices I Kolb, CR Landry, MC Yip, CF Lewallen, WA Stoy, J Lee, A Felouzis, ... Journal of neural engineering 16 (4), 046003, 2019	47	2019

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