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
558 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
408 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
117 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
111 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
100 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
89 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
84 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 via AS Charles, A Balavoine, CJ Rozell
IEEE Transactions on Signal Processing 64 (21), 5644-5656, 2016
68 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 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 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
65 2014 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
61 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 
Adam CharlesJohns Hopkins University, Department of Biomedical EngineeringEmail verificata su jhu.edu
