The Berlin brain-computer interface: progress beyond communication and control
The combined effect of fundamental results about neurocognitive processes and
advancements in decoding mental states from ongoing brain signals has brought forth a …
advancements in decoding mental states from ongoing brain signals has brought forth a …
Modelling auditory attention
EM Kaya, M Elhilali - … Transactions of the Royal Society B …, 2017 - royalsocietypublishing.org
Sounds in everyday life seldom appear in isolation. Both humans and machines are
constantly flooded with a cacophony of sounds that need to be sorted through and scoured …
constantly flooded with a cacophony of sounds that need to be sorted through and scoured …
Towards new human rights in the age of neuroscience and neurotechnology
Rapid advancements in human neuroscience and neurotechnology open unprecedented
possibilities for accessing, collecting, sharing and manipulating information from the human …
possibilities for accessing, collecting, sharing and manipulating information from the human …
The multivariate temporal response function (mTRF) toolbox: a MATLAB toolbox for relating neural signals to continuous stimuli
Understanding how brains process sensory signals in natural environments is one of the key
goals of twenty-first century neuroscience. While brain imaging and invasive …
goals of twenty-first century neuroscience. While brain imaging and invasive …
[HTML][HTML] Decoding the auditory brain with canonical component analysis
The relation between a stimulus and the evoked brain response can shed light on
perceptual processes within the brain. Signals derived from this relation can also be …
perceptual processes within the brain. Signals derived from this relation can also be …
STAnet: A spatiotemporal attention network for decoding auditory spatial attention from EEG
Objective: Humans are able to localize the source of a sound. This enables them to direct
attention to a particular speaker in a cocktail party. Psycho-acoustic studies show that the …
attention to a particular speaker in a cocktail party. Psycho-acoustic studies show that the …
Noise-robust cortical tracking of attended speech in real-world acoustic scenes
Selectively attending to one speaker in a multi-speaker scenario is thought to synchronize
low-frequency cortical activity to the attended speech signal. In recent studies, reconstruction …
low-frequency cortical activity to the attended speech signal. In recent studies, reconstruction …
Auditory-inspired speech envelope extraction methods for improved EEG-based auditory attention detection in a cocktail party scenario
W Biesmans, N Das, T Francart… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper considers the auditory attention detection (AAD) paradigm, where the goal is to
determine which of two simultaneous speakers a person is attending to. The paradigm relies …
determine which of two simultaneous speakers a person is attending to. The paradigm relies …
Concealed, unobtrusive ear-centered EEG acquisition: cEEGrids for transparent EEG
Electroencephalography (EEG) is an important clinical tool and frequently used to study the
brain-behavior relationship in humans noninvasively. Traditionally, EEG signals are …
brain-behavior relationship in humans noninvasively. Traditionally, EEG signals are …
EEG in the classroom: Synchronised neural recordings during video presentation
We performed simultaneous recordings of electroencephalography (EEG) from multiple
students in a classroom, and measured the inter-subject correlation (ISC) of activity evoked …
students in a classroom, and measured the inter-subject correlation (ISC) of activity evoked …