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
503 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
398 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
236 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
115 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
104 2013 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
87 2012 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
79 2015 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
71 2020 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
66 2011 Dynamic Filtering of Time-Varying Sparse Signals via Minimization AS Charles, A Balavoine, CJ Rozell
IEEE Transactions on Signal Processing 64 (21), 5644-5656, 2016
63 2016 Hierarchical optimal transport for multimodal distribution alignment J Lee, M Dabagia, E Dyer, C Rozell
Advances in neural information processing systems 32, 2019
62 2019 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
62 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
60 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
56 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
47 2018 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
45 2011 Analyzing the robustness of redundant population codes in sensory and feature extraction systems CJ Rozell, DH Johnson
Neurocomputing 69 (10-12), 1215-1218, 2006
45 2006 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
43 2019 Configurable hardware integrate and fire neurons for sparse approximation S Shapero, C Rozell, P Hasler
Neural Networks 45, 134-143, 2013
43 2013 Modeling sensor networks with fusion frames PG Casazza, G Kutyniok, S Li, CJ Rozell
Wavelets XII 6701, 600-610, 2007
43 2007