no code implementations • 3 Mar 2016 • Itir Onal, Mete Ozay, Eda Mizrak, Ilke Oztekin, Fatos T. Yarman Vural
The corresponding cognitive process, encoded in the brain, is then represented by these meshes each of which is estimated assuming a linear relationship among the voxel time series in a predefined locality.
no code implementations • 23 Dec 2014 • Orhan Firat, Emre Aksan, Ilke Oztekin, Fatos T. Yarman Vural
By employing the proposed temporal convolutional architecture with spatial pooling, raw input fMRI data is mapped to a non-linear, highly-expressive and low-dimensional feature space where the final classification is conducted.
no code implementations • 23 Feb 2014 • Orhan Firat, Mete Ozay, Ilke Oztekin, Fatos T. Yarman Vural
The proposed method was tested on a recognition memory experiment, including data pertaining to encoding and retrieval of words belonging to ten different semantic categories.