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)

Stereoscopic self-motion videos in an outdoor virtual environment. There are 84000 six-frame video sequences in total. The stereo camera has random motion velocity in each sequence, consisting of anteroposterior translation, mediolateral translation, and yaw rotation.

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