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Christopher Rozell
Christopher Rozell
Julian T. Hightower Chaired Professor of Electrical & Computer Engineering, Georgia Tech
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
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
4992008
All-optical nanoscale pH meter
SW Bishnoi, CJ Rozell, CS Levin, MK Gheith, BR Johnson, DH Johnson, ...
Nano letters 6 (8), 1687-1692, 2006
3992006
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
2382011
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
1132011
Visual nonclassical receptive field effects emerge from sparse coding in a dynamical system
M Zhu, CJ Rozell
PLoS computational biology 9 (8), e1003191, 2013
1012013
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
882012
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
802015
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
672020
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
662011
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
622014
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
612017
Dynamic Filtering of Time-Varying Sparse Signals viaMinimization
AS Charles, A Balavoine, CJ Rozell
IEEE Transactions on Signal Processing 64 (21), 5644-5656, 2016
612016
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
572007
Hierarchical optimal transport for multimodal distribution alignment
J Lee, M Dabagia, E Dyer, C Rozell
Advances in neural information processing systems 32, 2019
562019
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
462018
The restricted isometry property for block diagonal matrices
HL Yap, A Eftekhari, MB Wakin, CJ Rozell
2011 45th Annual Conference on Information Sciences and Systems, 1-6, 2011
452011
Analyzing the robustness of redundant population codes in sensory and feature extraction systems
CJ Rozell, DH Johnson
Neurocomputing 69 (10-12), 1215-1218, 2006
442006
Configurable hardware integrate and fire neurons for sparse approximation
S Shapero, C Rozell, P Hasler
Neural Networks 45, 134-143, 2013
432013
Modeling sensor networks with fusion frames
PG Casazza, G Kutyniok, S Li, CJ Rozell
Wavelets XII 6701, 600-610, 2007
432007
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
412019
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