We propose a novel hierarchical, nonlinear model that predicts brain activity in area V1 evoked by natural images. In the study reported here brain activity was ...

We propose a novel hierarchical, nonlinear model that predicts brain activity in area V1 evoked by natural images. In the study reported here brain activity ...

The results show that the V-SPAM model predicts fMRI responses evoked by natural images better than a benchmark model that only provides linear pooling of ...

Abstract: We propose a novel hierarchical, nonlinear model that predicts brain activity in area V1 evoked by natural images. In the study reported here ...

We propose a novel hierarchical, nonlinear model that predicts brain activity in area V1 evoked by natural images. In the study reported here brain activity ...

Jan 21, 2021 · Bibliographic details on Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images.

Non- parametric sparse hierarchical models describe V1 fMRI responses to natural images. In Advances in Neural Information Processing Systems (D. Koller, D ...

Non-parametric sparse hierarchical models describe V1 fMRI responses to natural images. In: Koller D, Schuurmans D, Bengio Y, Bottou L, editors. Advances in ...

Here we aim at building encoding models for fMRI signals recorded in the primary visual cortex of the human brain. We use residual analyses to reveal systematic ...