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Adam Charles
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Citado por
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Año
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
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
1562017
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
1192011
Dynamic Filtering of Time-Varying Sparse Signals viaMinimization
AS Charles, A Balavoine, CJ Rozell
IEEE Transactions on Signal Processing 64 (21), 5644-5656, 2016
79*2016
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
702022
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
692021
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
542018
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
422012
Visualizing the phate of neural networks
S Gigante, AS Charles, S Krishnaswamy, G Mishne
Advances in neural information processing systems 32, 2019
352019
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
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
322012
Short-term memory capacity in networks via the restricted isometry property
AS Charles, HL Yap, CJ Rozell
Neural computation 26 (6), 1198-1235, 2014
312014
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
312011
Dynamic filtering of sparse signals using reweighted ℓ1
AS Charles, CJ Rozell
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
292013
Sparse-coding variational autoencoders
V Geadah, G Barello, D Greenidge, AS Charles, JW Pillow
Neural Computation 36 (12), 2571-2601, 2024
232024
Detecting and correcting false transients in calcium imaging
JL Gauthier, SA Koay, EH Nieh, DW Tank, JW Pillow, AS Charles
Nature Methods, 2022
222022
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 (1), 441-464, 2020
212020
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
212018
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
192017
GraFT: Graph filtered temporal dictionary learning for functional neural imaging
AS Charles, N Cermak, RO Affan, BB Scott, J Schiller, G Mishne
IEEE Transactions on Image Processing 31, 3509-3524, 2022
162022
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