English

Can visual information encoded in cortical columns be decoded from magnetoencephalography data in humans?

Neurons and Cognition 2015-03-30 v1

Abstract

It is a principal open question whether noninvasive imaging methods in humans can decode information encoded at a spatial scale as fine as the basic functional unit of cortex: cortical columns. We addressed this question in five magnetoencephalography (MEG) experiments by investigating the encoding of a columnar-level encoded visual feature: contrast edge orientation. We found that MEG signals contained orientation-specific information as early as ~50ms after stimulus onset even when controlling for confounds, such as overrepresentation of particular orientations, stimulus edge interactions, and global form-related signals. Theoretical modeling confirmed the plausibility of this empirical result. An essential consequence of our results is that information encoded in the human brain at the level of cortical columns should in general be accessible by multivariate analysis of electrophysiological signals.

Keywords

Cite

@article{arxiv.1503.08030,
  title  = {Can visual information encoded in cortical columns be decoded from magnetoencephalography data in humans?},
  author = {Radoslaw Martin Cichy and Dimitrios Pantazis},
  journal= {arXiv preprint arXiv:1503.08030},
  year   = {2015}
}

Comments

44 pages, 6 figures 1 table

R2 v1 2026-06-22T09:03:38.767Z