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Adam Charles

Assistant Professor

20102024

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  • 2024

    Deep and shallow data science for multi-scale optical neuroscience

    Mishne, G. & Charles, A., 2024, Neural Imaging and Sensing 2024. Luo, Q., Ding, J. & Fu, L. (eds.). SPIE, 1282802. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12828).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2023

    Comparing Spike Sorting Algorithms on Simulated Extracellular Multi-Electrode Array Recordings

    Bao, C. & Charles, A., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3280-3287 8 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multi-Lingual DALL-E Storytime

    Mudrik, N. & Charles, A. S., 2023, 13th IEEE Integrated STEM Education Conference, ISEC 2023. Institute of Electrical and Electronics Engineers Inc., p. 326-332 7 p. (13th IEEE Integrated STEM Education Conference, ISEC 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2019

    Learning Spatially-correlated Temporal Dictionaries for Calcium Imaging

    Mishne, G. & Charles, A. S., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1065-1069 5 p. 8683375. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2018

    Earth-Mover's distance as a tracking regularizer

    Charles, A. S., Bertrand, N. P., Lee, J. & Rozell, C. J., Mar 9 2018, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017; vol. 2017-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sparse Dynamic Filtering via Earth Mover's Distance Regularization

    Bertrand, N. P., Lee, J., Charles, A. S., Dunn, P. & Rozell, C. J., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4334-4338 5 p. 8461503. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2017

    Stochastic filtering of two-photon imaging using reweighted ℓ1

    Charles, A. S., Song, A., Koay, S. A., Tank, D. W. & Pillow, J. W., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1038-1042 5 p. 7952314. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2014

    Can random linear networks store multiple long input streams?

    Charles, A. S., Yin, D. & Rozell, C. J., Feb 5 2014, 2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 379-383 5 p. 7032143. (2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convergence of basis pursuit de-noising with dynamic filtering

    Charles, A. S. & Rozell, C. J., Feb 5 2014, 2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 374-378 5 p. 7032142. (2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2013

    Cleaning up toxic waste: Removing nefarious contributions to recommendation systems

    Charles, A., Ahmed, A., Joshi, A., Conover, S., Turnes, C. & Davenport, M., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 6571-6575 5 p. 6638932. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dynamic filtering of sparse signals using reweighted ℓ1

    Charles, A. S. & Rozell, C. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 6451-6455 5 p. 6638908. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2012

    The restricted isometry property for Echo state networks with applications to sequence memory capacity

    Yap, H. L., Charles, A. S. & Rozell, C. J., 2012, 2012 IEEE Statistical Signal Processing Workshop, SSP 2012. p. 580-583 4 p. 6319765. (2012 IEEE Statistical Signal Processing Workshop, SSP 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2011

    A causal Locally Competitive Algorithm for the sparse decomposition of audio signals

    Charles, A. S., Kressner, A. A. & Rozell, C. J., 2011, 2011 Digital Signal Processing and Signal Processing Education Meeting, DSP/SPE 2011 - Proceedings. p. 265-270 6 p. 5739223. (2011 Digital Signal Processing and Signal Processing Education Meeting, DSP/SPE 2011 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Estimation and dynamic updating of time-varying signals with sparse variations

    Asif, M. S., Charles, A., Romberg, J. & Rozell, C., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 3908-3911 4 p. 5947206. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sparsity penalties in dynamical system estimation

    Charles, A., Asif, M. S., Romberg, J. & Rozell, C., 2011, 2011 45th Annual Conference on Information Sciences and Systems, CISS 2011. 5766179. (2011 45th Annual Conference on Information Sciences and Systems, CISS 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2010

    Sparse coding for spectral signatures in hyperspectral images

    Charles, A., Olshausen, B. & Rozell, C. J., 2010, Conference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010. p. 191-195 5 p. 5757496. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution