216 citations · 816 across the 46 of their papers we have counts for
5 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…
Fast Switch Scanning Keyboards: Minimal Expected Query Decision Trees
Matt Higger, Mohammad Moghadamfalahi, Fernando Quivira +1
Augmentative and Alternative Communication (AAC) systems allow people with disabilities to provide input to devices which empower them to more fully interact with their environment…
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…
Manifold unwrapping using density ridges
Jonas Nordhaug Myhre, Matineh Shaker, Devrim Kaba +2
Research on manifold learning within a density ridge estimation framework has shown great potential in recent work for both estimation and de-noising of manifolds, building on the…