other · Figshare · 2023
Predictive validity.
Roberta Maria Lorenzi (16920886), Alice Geminiani (6036272), Yann Zerlaut (3926813), Marialaura De Grazia (16920889), Alain Destexhe (259217), Claudia A. M. Gandini Wheeler-Kingshott (3171387), Fulvia Palesi (5139779), Claudia Casellato (659228), Egidio D’Angelo (416986)
Cited by 0Open access
Abstract
<p>Mean-field simulations using different strengths at PC connections. Simulations last 500 ms with a time resolution of 0.1 ms and <i>υ</i>drive is a step at 50 Hz lasting 250 ms starting at 125 ms. Quantitative score normalized to baseline (w = 100% in blue). <b>A) MLI-PC feed forward inhibition</b>. The change of total activity (measured as Area Under Curve (AUC)) and the initial peak amplitude decrease exponentially with the MLI-PC strength. The amplitude of the pause after the peak response decreases with MLI-PC strength following an inverse sigmoidal function. <b>B) PC Learning</b> with different GrC-PC plasticity conditions (Long Term Potentiation (LTP) and Long Term Depression (LTD)). AUC linearly increases with the GrC-PC strength, matching the experimental values in experimental learning protocols. The initial peak caused by the step stimulus onset increases with GrC-PC until saturation, following a sigmoidal function.</p>
Cite this paper
(16920886), R. M. L., (6036272), A. G., (3926813), Y. Z., (16920889), M. D. G., (259217), A. D., (3171387), C. A. M. G. W.-K., (5139779), F. P., (659228), C. C., & (416986), E. D. (2023). Predictive validity. Figshare. https://doi.org/10.1371/journal.pcbi.1011434.g007
(16920886), Roberta Maria Lorenzi, et al. “Predictive validity.” Figshare, 2023, https://doi.org/10.1371/journal.pcbi.1011434.g007.
(16920886), Roberta Maria Lorenzi, Alice Geminiani (6036272), Yann Zerlaut (3926813), Marialaura De Grazia (16920889), Alain Destexhe (259217), Claudia A. M. Gandini Wheeler-Kingshott (3171387), Fulvia Palesi (5139779), Claudia Casellato (659228), and Egidio D’Angelo (416986). 2023. “Predictive validity.” Figshare. https://doi.org/10.1371/journal.pcbi.1011434.g007.
(16920886), R.M.L. et al. (2023) ‘Predictive validity’, Figshare. Available at: https://doi.org/10.1371/journal.pcbi.1011434.g007.
@misc{169208862023predictive,
title = {{Predictive validity.}},
author = {(16920886), Roberta Maria Lorenzi and (6036272), Alice Geminiani and (3926813), Yann Zerlaut and (16920889), Marialaura De Grazia and (259217), Alain Destexhe and (3171387), Claudia A. M. Gandini Wheeler-Kingshott and (5139779), Fulvia Palesi and (659228), Claudia Casellato and (416986), Egidio D’Angelo},
journal = {Figshare},
year = {2023},
doi = {10.1371/journal.pcbi.1011434.g007}
}Made from the index record. Check names, capitalisation and page numbers against the paper. Need another style? AI for Research has over 10,000.