Dissecting neural computations in the human auditory pathway using deep neural networks for speech
The human auditory system extracts rich linguistic abstractions from speech signals.
Traditional approaches to understanding this complex process have used linear feature …
Traditional approaches to understanding this complex process have used linear feature …
Neuronal travelling waves explain rotational dynamics in experimental datasets and modelling
Spatiotemporal properties of neuronal population activity in cortical motor areas have been
subjects of experimental and theoretical investigations, generating numerous interpretations …
subjects of experimental and theoretical investigations, generating numerous interpretations …
Time is of the essence: neural codes, synchronies, oscillations, architectures
P Cariani, JM Baker - Frontiers in Computational Neuroscience, 2022 - frontiersin.org
Time is of the essence in how neural codes, synchronies, and oscillations might function in
encoding, representation, transmission, integration, storage, and retrieval of information in …
encoding, representation, transmission, integration, storage, and retrieval of information in …
ML-ASPA: A Contemplation of Machine Learning-based Acoustic Signal Processing Analysis for Sounds, & Strains Emerging Technology
Acoustic data serves as a fundamental cornerstone in advancing scientific and engineering
understanding across diverse disciplines, spanning biology, communications, and ocean …
understanding across diverse disciplines, spanning biology, communications, and ocean …
Convergent representations and spatiotemporal dynamics of speech and language in brain and deep neural networks
Recent studies have explored the correspondence between single-modality DNN models
(speech or text) and specific brain networks for speech and language. The key factors …
(speech or text) and specific brain networks for speech and language. The key factors …
On the Rotational Structure in Neural Data
Spatiotemporal properties of the activity of neuronal populations in cortical motor areas have
been the subject of many experimental and theoretical investigations, which generated …
been the subject of many experimental and theoretical investigations, which generated …
Invariant crossmodal equivalence evokes visual imagery from sounds in rhesus monkeys
E Cabrera-Ruiz, M Alva, M Mata, M Treviño, J Vergara… - bioRxiv, 2024 - biorxiv.org
After hearing the words Little Red Riding Hood, most humans instantly visualize a girl
wearing a red hood in the woods. However, whether nonhuman primates also evoke such …
wearing a red hood in the woods. However, whether nonhuman primates also evoke such …
[PDF][PDF] International Journal of Artificial Intelligence and Machine Learning
This paper is a review of the current state of IoT-based technologies in the healthcare field
for the elderly population. The increasing population of elderly people has led to a greater …
for the elderly population. The increasing population of elderly people has led to a greater …
Interpretability of statistical approaches in speech and language neuroscience
The classical view of the speech and language neural system is that of a hierarchy of
interdependent modules, enabling the progressive transformation of a continuous acoustic …
interdependent modules, enabling the progressive transformation of a continuous acoustic …