Datasets

Isomura T., Kotani K., Jimbo Y. Cultured cortical neurons can perform blind source separation according to the free-energy principle. PLoS Computational Biology, 11(12):e1004643 (2015). (pdf)(link)

Supplementary Dataset. Detailed dataset of responses of cultured neurons. Data are trains of evoked spike numbers in trial 1 to 100 in each culture. TRN, data from the training group (x(t)_trn_1.csv, …, x(t)_trn_23.csv). APV, data from training group in the presence of APV. PRT, data from the partially training group. In file names, alt1, alt2, alt3, and alt4 indicate data under the alternative conditions where (merged balance (a), source firing probability (ρ)) = (1/2, 1/2), (3/4, 1/4), (3/4, 3/4), and (1, 1/2), respectively. Full descriptions of these data can be found in the paper. Data can be downloaded via the following links:

- spike_train_trn.zip (25 MB)

- spike_train_apv.zip (10.3 MB)

- spike_train_prt.zip (3.1 MB)

- spike_train_alt1_2_3_4.zip (17.5 MB)