Adaptive processing and perceptual learning in visual cortical areas V1 and V4
Data files
Jun 11, 2024 version files 9.99 GB
Abstract
Neurons in visual cortical areas primary visual cortex (V1) and V4 are adaptive processors, influenced by perceptual task. This is reflected in their ability to segment the visual scene into task-relevant and task-irrelevant stimulus components and by changing their tuning to task-relevant stimulus properties according to the current top-down instruction. Differences between the information represented in each area were seen. While V1 represented detailed stimulus characteristics, V4 filtered the input from V1 to carry the binary information required for the two-alternative judgement task. Neurons in V1 were activated at locations where the behaviorally relevant stimulus was placed well outside the grating-mapped receptive field. By systematically following the development of the task-dependent signals over the course of perceptual learning, we found that neuronal selectivity for task-relevant information was initially seen in V4 and, over a period of weeks, subsequently in V1. Once the learned information was represented in V1, on any given trial, task-relevant information appeared initially in V1 responses, followed by a 12-ms delay in V4. We propose that the shifting representation of learned information constitutes a mechanism for systems consolidation of memory.
README: Adaptive processing and perceptual learning in visual cortical areas V1 and V4
https://doi.org/10.5061/dryad.4qrfj6qdb
Description of the data and file structure
Files were recorded from visual area V1 in Monkey C. Bisection task correspond to the first 'x' trials followed by Vernier task.
The number of bisection trials per file are the "x" values on the right of each file name.
bisver_170905100_mrg.pl2 / x = 807 bisection trials
bisver_170906100_mrg.pl2 / x = 587 bisection trials
bisver_170907100_mrg.pl2 / x = 668 bisection trials
bisver_170908100_mrg.pl2 / x = 545 bisection trials
These files were recorded from visual area V4 in Monkey C. Bisection task correspond to the first 'x' trials followed by Vernier task.
The number of bisection trials per file are the "x" values on the right of each file name.
bisver170808100_mrg.plx / x = 755 bisection trials
bisver170809100_mrg.plx / x = 983 bisection trials
bisver170810100_mrg.pl2 / x = 627 bisection trials
bisver170811100_mrg.pl2 / x = 712 bisection trials
Files were recorded from visual area V1 in Monkey J. Bisection task correspond to the first 'x' trials followed by Vernier task.
The number of bisection trials per file are the "x" values on the right of each file name.
Apr0621_bisver.plx / x = 460 bisection trials
Apr0721_bisver.plx / x = 582 bisection trials
Apr0821_bisver_mrg.plx / x = 849 bisection trials
Apr0921_bisver.plx / x = 745 bisection trials
These files were recorded from visual area V4 in Monkey J. Bisection task correspond to the first 'x' trials followed by Vernier task.
The number of bisection trials per file are the "x" values on the right of each file name.
Apr3021_bisver.plx / x = 619 bisection trials
May0321_bisver.plx / x = 401 bisection trials
May1321_bisver.plx / x = 1100 bisection trials
May1421_bisver.plx / x = 772 bisection trials
Sharing/Access information
n/a
Code/Software
To open the .plx files you can use either Matlab, Python or C++ with the SDKs uploaded in the "PLX_DATA" zip file. The functions have annotations and supporting information.
Methods
This is raw elecrophysiological data (unsorted spike timestamps and waveforms, and LFPs) recorded from two different animals
Usage notes
The data are in .plx format. Recorded with Plexon amplifiers and Blackrock
To open these .plx files you can use the open access code for either Matlab, Python or C++ added in the data