24 citations · 87 across the 10 of their papers we have counts for
4 papers · 1 filter
EEG-assisted Modulation of Sound Sources in the Auditory Scene
Marzieh Haghighi, Mohammad Moghadamfalahi, Murat Akcakaya +1
Noninvasive EEG (electroencephalography) based auditory attention detection could be useful for improved hearing aids in the future. This work is a novel attempt to investigate the…
An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling
Mohammad Moghadamfalahi, Murat Akcakaya, Hooman Nezamfar +2
A class of brain computer interfaces (BCIs) employs noninvasive recordings of electroencephalography (EEG) signals to enable users with severe speech and motor impairments to inter…
Decoding Emotional Experience through Physiological Signal Processing
Maria S. Perez-Rosero, Behnaz Rezaei, Murat Akcakaya +1
There is an increasing consensus among re- searchers that making a computer emotionally intelligent with the ability to decode human affective states would allow a more meaningful…
Asymptotic Analysis of Objectives based on Fisher Information in Active Learning
Jamshid Sourati, Murat Akcakaya, Todd K. Leen +2
Obtaining labels can be costly and time-consuming. Active learning allows a learning algorithm to intelligently query samples to be labeled for efficient learning. Fisher informati…