Contextual feature extraction hierarchies converge in large language models and the brain

G Mischler, YA Li, S Bickel, AD Mehta… - Nature Machine …, 2024 - nature.com
Recent advancements in artificial intelligence have sparked interest in the parallels between
large language models (LLMs) and human neural processing, particularly in language …

Distinct neural encoding of glimpsed and masked speech in multitalker situations

VS Raghavan, J O'Sullivan, S Bickel, AD Mehta… - Plos …, 2023 - journals.plos.org
Humans can easily tune in to one talker in a multitalker environment while still picking up
bits of background speech; however, it remains unclear how we perceive speech that is …

A standardised open science framework for sharing and re-analysing neural data acquired to continuous stimuli

GM Di Liberto, A Nidiffer, MJ Crosse, NJ Zuk, S Haro… - Ar**v, 2024 - pmc.ncbi.nlm.nih.gov
Neurophysiology research has demonstrated that it is possible and valuable to investigate
sensory processing in scenarios involving continuous sensory streams, such as speech and …

[PDF][PDF] mTRFpy: A Python package for temporal response function analysis

O Bialas, J Dou, EC Lalor - Journal of Open Source Software, 2023 - joss.theoj.org
Traditionally, studies on the neural processing of speech involved the repetitive display of
isolated tokens (eg, phonemes, words, sentences) where the properties of interest were …

Decoding auditory attention for real-time BCI control

V Raghavan, P Patel, X He… - 2024 46th Annual …, 2024 - ieeexplore.ieee.org
Brain-Computer Interfaces (BCI) facilitate interaction with devices, enhancing the quality of
life for individuals with disabilities and offering a more direct method for controlling smart …

Improving auditory attention decoding by classifying intracranial responses to glimpsed and masked acoustic events

VS Raghavan, J O'Sullivan, J Herrero, S Bickel… - Imaging …, 2024 - direct.mit.edu
Listeners with hearing loss have trouble following a conversation in multitalker
environments. While modern hearing aids can generally amplify speech, these devices are …

[書籍][B] Decoding auditory attention from neural representations of glimpsed and masked speech

VS Raghavan - 2024 - search.proquest.com
Humans hold the remarkable capacity to attend to a single person's voice when many
people are talking. Nevertheless, individuals with hearing loss may struggle to tune into a …