| Year |
Citation |
Score |
| 2024 |
Geadah V, Barello G, Greenidge D, Charles AS, Pillow JW. Sparse-Coding Variational Autoencoders. Neural Computation. 1-31. PMID 39383030 DOI: 10.1162/neco_a_01715 |
0.619 |
|
| 2024 |
Johnsen KA, Cruzado NA, Menard ZC, Willats AA, Charles AS, Markowitz JE, Rozell CJ. Bridging model and experiment in systems neuroscience with Cleo: the Closed-Loop, Electrophysiology, and Optophysiology simulation testbed. Biorxiv : the Preprint Server For Biology. PMID 39026717 DOI: 10.1101/2023.01.27.525963 |
0.717 |
|
| 2022 |
Gauthier JL, Koay SA, Nieh EH, Tank DW, Pillow JW, Charles AS. Detecting and correcting false transients in calcium imaging. Nature Methods. 19: 470-478. PMID 35347320 DOI: 10.1038/s41592-022-01422-5 |
0.56 |
|
| 2021 |
Song A, Gauthier JL, Pillow JW, Tank DW, Charles AS. Neural Anatomy and Optical Microscopy (NAOMi) Simulation for evaluating calcium imaging methods. Journal of Neuroscience Methods. 109173. PMID 33839190 DOI: 10.1016/j.jneumeth.2021.109173 |
0.554 |
|
| 2018 |
Charles AS, Park M, Weller JP, Horwitz GD, Pillow JW. Dethroning the Fano Factor: A Flexible, Model-Based Approach to Partitioning Neural Variability. Neural Computation. 1-34. PMID 29381442 DOI: 10.1162/Neco_A_01062 |
0.659 |
|
| 2017 |
Song A, Charles AS, Koay SA, Gauthier JL, Thiberge SY, Pillow JW, Tank DW. Volumetric two-photon imaging of neurons using stereoscopy (vTwINS). Nature Methods. PMID 28319111 DOI: 10.1038/Nmeth.4226 |
0.551 |
|
| 2016 |
Charles AS, Balavoine A, Rozell CJ. Dynamic Filtering of Time-Varying Sparse Signals via $\ell _1$ Minimization Ieee Transactions On Signal Processing. 64: 5644-5656. DOI: 10.1109/Tsp.2016.2586745 |
0.726 |
|
| 2014 |
Charles AS, Yap HL, Rozell CJ. Short-term memory capacity in networks via the restricted isometry property. Neural Computation. 26: 1198-235. PMID 24684446 DOI: 10.1162/Neco_A_00590 |
0.672 |
|
| 2014 |
Charles AS, Rozell CJ. Spectral Superresolution of Hyperspectral Imagery Using Reweighted $\ell_{1}$ Spatial Filtering Ieee Geoscience and Remote Sensing Letters. 11: 602-606. DOI: 10.1109/Lgrs.2013.2272191 |
0.568 |
|
| 2014 |
Charles AS, Yin D, Rozell CJ. Can random linear networks store multiple long input streams? 2014 Ieee Global Conference On Signal and Information Processing, Globalsip 2014. 379-383. DOI: 10.1109/GlobalSIP.2014.7032143 |
0.587 |
|
| 2014 |
Charles AS, Rozell CJ. Convergence of basis pursuit de-noising with dynamic filtering 2014 Ieee Global Conference On Signal and Information Processing, Globalsip 2014. 374-378. DOI: 10.1109/GlobalSIP.2014.7032142 |
0.54 |
|
| 2013 |
Charles AS, Rozell CJ. Dynamic filtering of sparse signals using reweighted ℓ1 Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6451-6455. DOI: 10.1109/ICASSP.2013.6638908 |
0.558 |
|
| 2012 |
Charles AS, Garrigues P, Rozell CJ. A common network architecture efficiently implements a variety of sparsity-based inference problems. Neural Computation. 24: 3317-39. PMID 22970876 DOI: 10.1162/Neco_A_00372 |
0.597 |
|
| 2012 |
Yap HL, Charles AS, Rozell CJ. The restricted isometry property for Echo state networks with applications to sequence memory capacity 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 580-583. DOI: 10.1109/SSP.2012.6319765 |
0.563 |
|
| 2012 |
Shapero S, Charles AS, Rozell CJ, Hasler P. Low power sparse approximation on reconfigurable analog hardware Ieee Journal On Emerging and Selected Topics in Circuits and Systems. 2: 530-541. DOI: 10.1109/Jetcas.2012.2214615 |
0.574 |
|
| 2011 |
Charles AS, Olshausen BA, Rozell CJ. Learning sparse codes for hyperspectral imagery Ieee Journal On Selected Topics in Signal Processing. 5: 963-978. DOI: 10.1109/Jstsp.2011.2149497 |
0.673 |
|
| 2011 |
Asif MS, Charles A, Romberg J, Rozell C. Estimation and dynamic updating of time-varying signals with sparse variations Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3908-3911. DOI: 10.1109/ICASSP.2011.5947206 |
0.559 |
|
| 2011 |
Charles AS, Kressner AA, Rozell CJ. A causal Locally Competitive Algorithm for the sparse decomposition of audio signals 2011 Digital Signal Processing and Signal Processing Education Meeting, Dsp/Spe 2011 - Proceedings. 265-270. DOI: 10.1109/DSP-SPE.2011.5739223 |
0.556 |
|
| 2011 |
Charles A, Asif MS, Romberg J, Rozell C. Sparsity penalties in dynamical system estimation 2011 45th Annual Conference On Information Sciences and Systems, Ciss 2011. DOI: 10.1109/CISS.2011.5766179 |
0.531 |
|
| 2010 |
Charles A, Olshausen B, Rozell CJ. Sparse coding for spectral signatures in hyperspectral images Conference Record - Asilomar Conference On Signals, Systems and Computers. 191-195. DOI: 10.1109/ACSSC.2010.5757496 |
0.661 |
|
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