14 citations · 17 across the 8 of their papers we have counts for
3 papers · 1 filter
Looking through the mind's eye via multimodal encoder-decoder networks
Arman Afrasiyabi, Erica Busch, Rahul Singh +4
In this work, we explore the decoding of mental imagery from subjects using their fMRI measurements. In order to achieve this decoding, we first created a mapping between a subject…
Latent Representation Learning for Multimodal Brain Activity Translation
Arman Afrasiyabi, Dhananjay Bhaskar, Erica L. Busch +5
Neuroscience employs diverse neuroimaging techniques, each offering distinct insights into brain activity, from electrophysiological recordings such as EEG, which have high tempora…
Density-based Isometric Mapping
Bardia Yousefi, Mélina Khansari, Ryan Trask +8
The isometric mapping method employs the shortest path algorithm to estimate the Euclidean distance between points on High dimensional (HD) manifolds. This may not be sufficient fo…