Neural Networks

samples: 2086 genes: 971 categories: 5 (BRCA, KIRC, LUAD, LUSC, UCEC) . [data: 2086x972 double] - each row contains a specific sample - each column contains the RPKM RNA-Seq values of a specific gene - the last column contains the cancer categories encoded numerically: 1=BRCA , 2=KIRC, 3=LUAD, 4=LUSC, 5=UCEC . [geneIds: 1x971 cell] - each cell contains the name/gene ID of every gene stored in each column . [cancerTypes: 2086x1 cell] - each cell contains the category of every sample stored in each row . [1] BRCA: 878 [2] KIRC: 537 [3] LUAD: 162 [4] LUSC: 240 [5] UCEC: 269 (#) in total: 2086

Computer programs that were used to generate the results quoted in Sections 3.2 and 6 of the article "Neuron as a reward-modulated combinatorial switch and a model of learning behavior", Marat M. Rvachev, Neural Networks 46 (2013) 62-74, DOI: 10.1016/j.neunet.2013.04.010 .

IsSupplementTo: Diomedi, S., Vaccari, F. E., Filippini, M., Fattori, P., Galletti, C. (2020). Mixed Selectivity in Macaque Medial Parietal Cortex during Eye-Hand Reaching. IScience, 23(10), 101616. (https://doi.org/10.1016/j.isci.2020.101616)

IsSupplementTo: Diomedi, S., Vaccari, F. E., Filippini, M., Fattori, P., Galletti, C. (2020). Mixed Selectivity in Macaque Medial Parietal Cortex during Eye-Hand Reaching. IScience, 23(10), 101616. (https://doi.org/10.1016/j.isci.2020.101616)

This dataset contains the files, scripts and data that were used to run the simulations and data analyses for the manuscript