Channel:  Neuromatch Conference

bioRxiv posts many COVID19-related papers. A reminder: they have not been formally peer-reviewed and should not guide health-related behavior or be reported in the press as conclusive.

This channel curates preprints specific to the Neuromatch conference (https://neuromatch.io). The papers can range in varying topics in this discipline:

  • ClinicalComputational Neuroscience
  • Psychology
  • Neuroscience
  • Experimental Neuroscience
  • Computational Learning Theory
  • Control Theory
  • Quantitative Psychology
  • Learning
  • Artificial Neural Networks
  • Artificial Intelligence

This list will grow over time.

83 Articles

A large-scale neural network training framework for generalized estimation of single-trial population dynamics
Keshtkaran, M. R., Sedler, A. R., Chowdhury, R. H., Tandon, R., Basrai, D., Nguyen, S. L., Sohn, H., Jazayeri, M., Miller, L. E., Pandarinath, C.
10.1101/2021.01.13.426570 — Posted: 2022-06-07
Structured random receptive fields enable informative sensory encodings
Pandey, B., Pachitariu, M., Brunton, B. W., Harris, K. D.
10.1101/2021.09.09.459651 — Posted: 2022-05-26
Parieto-frontal Oscillations Show Hand Specific Interactions with Top-Down Movement Plans
Blohm, G., Cheyne, D. O., Crawford, J. D.
10.1101/2022.05.19.492685 — Posted: 2022-05-20
A deep learning framework for inference of single-trial neural population dynamics from calcium imaging with sub-frame temporal resolution
Zhu, F., Grier, H. A., Tandon, R., Cai, C., Agarwal, A., Giovannucci, A., Kaufman, M. T., Pandarinath, C.
10.1101/2021.11.21.469441 — Posted: 2022-05-17
Dynamic task-belief is an integral part of decision-making
Xue, C., Kramer, L. E., Cohen, M. R.
10.1101/2021.04.05.438491 — Posted: 2022-04-21
Spatial and temporal autocorrelation weave complexity in brain networks
Shinn, M., Hu, A., Turner, L., Noble, S., Preller, K. H., Ji, J. L., Moujaes, F., Achard, S., Scheinost, D., Constable, R. T., Krystal, J., Vollenweider, F. X., Lee, D., Anticevic, A., Bullmore, E. T., Murray, J. D.
10.1101/2021.06.01.446561 — Posted: 2022-04-09
Mooney Face Image Processing in Deep Convolutional Neural Networks Compared to Humans
Zeman, A., Leers, T., Op de Beeck, H.
10.1101/2022.03.21.485240 — Posted: 2022-03-23
Resilience through diversity: Loss of neuronal heterogeneity in epileptogenic human tissue impairs network resilience to sudden changes in synchrony
Rich, S., Moradi Chameh, H., Lefebvre, J., Valiante, T. A.
10.1101/2021.03.02.433627 — Posted: 2022-03-17
Directly interfacing brain and deep networks exposes non-hierarchical visual processing
Sexton, N. J., Love, B. C.
10.1101/2021.06.28.450213 — Posted: 2022-03-16
A neural network account of memory replay and knowledge consolidation
Barry, D. N., Love, B. C.
10.1101/2021.05.25.445587 — Posted: 2022-01-27

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