Volumetric 3

Volumetric 3 visualizes and analyzes 3D volumetric fMRI data to investigate neural representations of faces, bodies, and whole people across static and dynamic presentations.


Key Features:

  • 3D Volumetric Visualization: Renders fMRI data into three-dimensional volumetric representations to explore neural activity patterns across brain regions involved in person processing.
  • Pattern Classification Analysis: Implements pattern classification algorithms that distinguish neural responses to faces, bodies, and whole people and evaluates transfer between static and moving presentations.
  • Activity Pattern vs. Response Magnitude: Separates contributions of spatially distributed activity patterns and response magnitudes, including analyses with and without magnitude-normalized scans.
  • Cross-Modal Transfer Analysis: Assesses transfer of shape information across presentation types and examines relationships between dorsal and ventral visual processing streams.

Scientific Applications:

  • Person perception: Investigates neural mechanisms of person perception by analyzing cortical representations of faces, bodies, and whole people.
  • Static versus dynamic processing: Compares neural responses to static and dynamic stimuli to study coding flexibility and pattern transfer.
  • Dorsal–ventral stream research: Explores access to common shape codes and functional divisions between dorsal and ventral visual processing streams.

Methodology:

Analysis of neural activity patterns from fMRI data using pattern classification algorithms that distinguish faces, bodies, and whole people, including classifiers that operate with or without magnitude-normalized scans and evaluations of transfer between static and moving presentations.

Topics

Collections

Details

Cost:
Free of charge (with restrictions)
Tool Type:
library
Operating Systems:
Windows, Linux, Mac
Programming Languages:
MATLAB
Added:
5/5/2021
Last Updated:
11/24/2024

Operations

Data Inputs & Outputs

Visualisation

Publications

O'Toole AJ, Natu V, An X, Rice A, Ryland J, Phillips PJ. The neural representation of faces and bodies in motion and at rest. NeuroImage. 2014;91:1-11. doi:10.1016/j.neuroimage.2014.01.038. PMID:24486831.

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