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Adam Charles
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Cited by
Year
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
2272011
Volumetric two-photon imaging of neurons using stereoscopy (vTwINS)
A Song, AS Charles, SA Koay, JL Gauthier, SY Thiberge, JW Pillow, ...
Nature Methods 14 (4), 420–426, 2017
1182017
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
1152011
Dynamic Filtering of Time-Varying Sparse Signals viaMinimization
AS Charles, A Balavoine, CJ Rozell
IEEE Transactions on Signal Processing 64 (21), 5644-5656, 2016
572016
Low power sparse approximation on reconfigurable analog hardware
S Shapero, AS Charles, CJ Rozell, P Hasler
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2 (3 …, 2012
402012
Dethroning the Fano Factor: a flexible, model-based approach to partitioning neural variability
AS Charles, M Park, JP Weller, GD Horwitz, JW Pillow
Neural computation 30 (4), 1012-1045, 2018
362018
Spectral Superresolution of Hyperspectral Imagery Using Reweighted Spatial Filtering
AS Charles, CJ Rozell
IEEE Geoscience and Remote Sensing Letters 11 (3), 602-606, 2013
342013
Estimation and dynamic updating of time-varying signals with sparse variations
MS Asif, A Charles, J Romberg, C Rozell
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
322011
Dynamic filtering of sparse signals using reweighted ℓ1
AS Charles, CJ Rozell
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
302013
Short-term memory capacity in networks via the restricted isometry property
AS Charles, HL Yap, CJ Rozell
Neural computation 26 (6), 1198-1235, 2014
282014
A common network architecture efficiently implements a variety of sparsity-based inference problems
AS Charles, P Garrigues, CJ Rozell
Neural computation 24 (12), 3317-3339, 2012
282012
Neural anatomy and optical microscopy (NAOMi) simulation for evaluating calcium imaging methods
A Song, JL Gauthier, JW Pillow, DW Tank, AS Charles
Journal of Neuroscience Methods 358, 109173, 2021
27*2021
Visualizing the phate of neural networks
S Gigante, AS Charles, S Krishnaswamy, G Mishne
Advances in neural information processing systems 32, 2019
182019
Toward Community-Driven big Open brain science: open big data and tools for structure, function, and genetics
AS Charles, B Falk, N Turner, TD Pereira, D Tward, BD Pedigo, J Chung, ...
Annual review of neuroscience 43, 441, 2020
172020
Sequential and efficient neural-population coding of complex task information
SA Koay, AS Charles, SY Thiberge, CD Brody, DW Tank
Neuron 110 (2), 328-349. e11, 2022
152022
Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks
AS Charles, D Yin, CJ Rozell
Journal of Machine Learning Research 18 (7), 1-37, 2017
152017
Matrix-normal models for fMRI analysis
M Shvartsman, N Sundaram, M Aoi, A Charles, T Willke, J Cohen
International Conference on Artificial Intelligence and Statistics, 1914-1923, 2018
132018
Sparse coding for spectral signatures in hyperspectral images
A Charles, B Olshausen, CJ Rozell
2010 Conference Record of the Forty Fourth Asilomar Conference on Signals …, 2010
132010
Sparse-coding variational auto-encoders
G Barello, AS Charles, JW Pillow
BioRxiv, 399246, 2018
112018
Re-weighted l_1 Dynamic Filtering for Time-Varying Sparse Signal Estimation
AS Charles, CJ Rozell
arXiv preprint arXiv:1208.0325, 2012
112012
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