Seuraa
Christopher Rozell
Christopher Rozell
Julian T. Hightower Chaired Professor of Electrical & Computer Engineering, Georgia Tech
Vahvistettu sähköpostiosoite verkkotunnuksessa gatech.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
5562008
All-optical nanoscale pH meter
SW Bishnoi, CJ Rozell, CS Levin, MK Gheith, BR Johnson, DH Johnson, ...
Nano letters 6 (8), 1687-1692, 2006
4082006
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
2402011
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
1172011
Visual nonclassical receptive field effects emerge from sparse coding in a dynamical system
M Zhu, CJ Rozell
PLoS computational biology 9 (8), e1003191, 2013
1112013
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
982023
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
892012
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
862020
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
842015
Hierarchical optimal transport for multimodal distribution alignment
J Lee, M Dabagia, E Dyer, C Rozell
Advances in neural information processing systems 32, 2019
802019
Dynamic Filtering of Time-Varying Sparse Signals viaMinimization
AS Charles, A Balavoine, CJ Rozell
IEEE Transactions on Signal Processing 64 (21), 5644-5656, 2016
682016
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
672011
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
652017
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
652014
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
612007
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
582018
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
532023
Variational autoencoder with learned latent structure
M Connor, G Canal, C Rozell
International conference on artificial intelligence and statistics, 2359-2367, 2021
512021
Sub-second dynamics of theta-gamma coupling in hippocampal CA1
L Zhang, J Lee, C Rozell, AC Singer
Elife 8, e44320, 2019
462019
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
462019
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