4 papers
Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping
Maryam Maghsoudi, Shihab Shamma
Decoding imagined speech from non-invasive brain recordings is challenging because imagined datasets are scarce and difficult to align temporally across subjects and sessions In th…
Relating the Neural Representations of Vocalized, Mimed, and Imagined Speech
Maryam Maghsoudi, Rupesh Chillale, Shihab A. Shamma
We investigated the relationship among neural representations of vocalized, mimed, and imagined speech recorded using publicly available stereotactic EEG recordings. Most prior stu…
A Convolutional Framework for Mapping Imagined Auditory MEG into Listened Brain Responses
Maryam Maghsoudi, Mohsen Rezaeizadeh, Shihab Shamma
Decoding imagined speech engages complex neural processes that are difficult to interpret due to uncertainty in timing and the limited availability of imagined-response datasets. I…
EEG Blink Artifacts Can Identify Read Music in Listening and Imagery
Abhinav Uppal, Dillan Cellier, Min Suk Lee +5
Eye-movement related artifacts including blinks and saccades are significantly larger in amplitude than cortical activity as recorded by scalp electroencephalography (EEG), but are…