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lucent-things
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README.md

Lucent-things

This code will allow you to fit ANNs to the data and get tunings and most exciting inputs (MEIs)! For details, see the main publication.

Everything is controlled via NPC_monkey.ipynb. Just change the constants in the first cell to match your local path to the data. Then "Run">"Run All Cells". It can take a long time to pre-process the data and then run the models.

N.B. you need to run "extract_MUA.m" first, to unpack the norm MUA data into individual arrays.

datacite.yml
Title TVSD: THINGS Ventral-stream Spiking Dataset
Authors Papale,Paolo;NIN (KNAW);ORCID:0000-0002-6249-841X
Roelfsema,Pieter;NIN (KNAW);ORCID:0000-0002-1625-0034
Description Large-scale electrophysiological recordings from V1, V4 and IT in two macaques in response to ~22k images from the THINGS image database.
License Creative Commons CC BY Attribution 4.0 International (https://creativecommons.org/licenses/by/4.0/)
References Papale, P., Wang, F., Self, W.M. and Roelfsema P.R., (accepted) An extensive dataset of spiking activity to reveal the syntax of the ventral stream, Neuron [doi:tba] (IsDescribedBy)
Funding NWO; VI.Veni.222.217
NWO; OCENW.XS22.2.097
NWO; Crossover grant 17619 INTENSE
NWO; DBI2
EU; HORIZON 2020 FP, 945539 Human Brain Project
EU; HORIZON 2020 FP, 899287 NeuraViper
EU; ERC 101052963 NUMEROUS
Keywords THINGS
Vision
Neurophysiology
Monkey
Ventral stream
Natural Images
TVSD
Resource Type Dataset