A new unifying account of the roles of neuronal entrainment

P Lakatos, J Gross, G Thut - Current Biology, 2019 - cell.com
Rhythms are a fundamental and defining feature of neuronal activity in animals including
humans. This rhythmic brain activity interacts in complex ways with rhythms in the internal …

A tutorial on auditory attention identification methods

E Alickovic, T Lunner, F Gustafsson… - Frontiers in …, 2019 - frontiersin.org
Auditory attention identification methods attempt to identify the sound source of a listener's
interest by analyzing measurements of electrophysiological data. We present a tutorial on …

A GRU–CNN model for auditory attention detection using microstate and recurrence quantification analysis

MR EskandariNasab, Z Raeisi, RA Lashaki… - Scientific Reports, 2024 - nature.com
Attention as a cognition ability plays a crucial role in perception which helps humans to
concentrate on specific objects of the environment while discarding others. In this paper …

Towards reconstructing intelligible speech from the human auditory cortex

H Akbari, B Khalighinejad, JL Herrero, AD Mehta… - Scientific reports, 2019 - nature.com
Auditory stimulus reconstruction is a technique that finds the best approximation of the
acoustic stimulus from the population of evoked neural activity. Reconstructing speech from …

Electroencephalography-based auditory attention decoding: Toward neurosteered hearing devices

S Geirnaert, S Vandecappelle… - IEEE Signal …, 2021 - ieeexplore.ieee.org
People suffering from hearing impairment often have difficulties participating in
conversations in so-called cocktail party scenarios where multiple individuals are …

[HTML][HTML] Decoding the auditory brain with canonical component analysis

A De Cheveigné, DDE Wong, GM Di Liberto… - NeuroImage, 2018 - Elsevier
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 …

EEG-based detection of the locus of auditory attention with convolutional neural networks

S Vandecappelle, L Deckers, N Das, AH Ansari… - Elife, 2021 - elifesciences.org
In a multi-speaker scenario, the human auditory system is able to attend to one particular
speaker of interest and ignore the others. It has been demonstrated that it is possible to use …

Comparison of two-talker attention decoding from EEG with nonlinear neural networks and linear methods

G Ciccarelli, M Nolan, J Perricone, PT Calamia… - Scientific reports, 2019 - nature.com
Auditory attention decoding (AAD) through a brain-computer interface has had a flowering of
developments since it was first introduced by Mesgarani and Chang (2012) using …

Egocentric auditory attention localization in conversations

F Ryan, H Jiang, A Shukla… - Proceedings of the …, 2023 - openaccess.thecvf.com
In a noisy conversation environment such as a dinner party, people often exhibit selective
auditory attention, or the ability to focus on a particular speaker while tuning out others …

Effects of sensorineural hearing loss on cortical synchronization to competing speech during selective attention

SA Fuglsang, J Märcher-Rørsted, T Dau… - Journal of …, 2020 - jneurosci.org
When selectively attending to a speech stream in multi-talker scenarios, low-frequency
cortical activity is known to synchronize selectively to fluctuations in the attended speech …