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

Learning brain dynamics for decoding and predicting individual differences

Pessoa, L., Limbachia, C., Misra, J., Surampudi, S. G., Venkatesh, M., Jaja, J.

10.1101/2021.03.27.437315 — Posted: 2021-04-05

Brain-inspired spiking neural network controller for a neurorobotic whisker system

Antonietti, A., Geminiani, A., Negri, E., D'Angelo, E. U., Casellato, C., Pedrocchi, A.

10.1101/2021.10.26.465919 — Posted: 2021-10-28

Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks

Nayebi, A., Attinger, A., Campbell, M. G., Hardcastle, K., Low, I. I. C., Mallory, C. S., Mel, G. C., Sorscher, B., Williams, A. H., Ganguli, S., Giocomo, L. M., Yamins, D. L. K.

10.1101/2021.10.30.466617 — Posted: 2021-12-19

Weak Coupling Between Spontaneous Local Cortical Activity State Switches Under Anesthesia Leads to Strongly Correlated Global Cortical States

Blackwood, E. B., Shortal, B. P., Proekt, A.

10.1101/2021.11.07.467591 — Posted: 2021-11-08

Capturing Brain-Cognition Relationship: Integrating Task-Based fMRI Across Tasks Markedly Boosts Prediction and Test-Retest Reliability

Tetereva, A., Li, J., Deng, J., Stringaris, A., Pat, N.

10.1101/2021.10.31.466638 — Posted: 2022-08-23

Sequence anticipation and spike-timing-dependent-plasticity emerge from a predictive learning rule

Saponati, M., Vinck, M.

10.1101/2021.10.31.466667 — Posted: 2022-11-04

Multiscale and extended retrieval of associative memory structures in a cortical model of local-global inhibition balance

Burns, T. F., Haga, T. F., Fukai, T.