Hierarchical auditory processing integrating macroscopic and mesoscopic neural networks

Motivation: The invasive microscopic research on the brain can only be widely conducted in animal models. Detecting signals in laminar level using noninvasive MRI helps us bridge knowledge between macro- and micro-research. Goal(s): To understand the neural mechanism of hierarchical auditory processing in both macroscopic and mesoscopic brain cortex in-vivo. Approach: We used the 7T MRI to perform the whole-brain-fMRI and layer-fMRI with ultra-high-resolution when human was listening to a hierarchical auditory sequence paradigm. Results: The responses to the hierarchical auditory processing are not only along a pathway from auditory to frontal cortices, but also various across laminar cortex. Impact: We used the layer-fMRI to find that the auditory processing is distributed across cortical layers in a hierarchical manner. The detection of auditory processing in both macroscopic and mesoscopic levels allows us to build predictive coding model in multiple dimensions.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2024-11-26
DOI
https://doi.org/10.58530/2024/4970
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Hierarchical auditory processing integrating macroscopic and mesoscopic neural networks

Yuwei Jiang, He Wang, Yongguang Mu
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Neural Networks and Applications
article

Hierarchical auditory processing integrating macroscopic and mesoscopic neural networks

Yuwei Jiang, He Wang, Yongguang Mu
article en

Abstract

Motivation: The invasive microscopic research on the brain can only be widely conducted in animal models. Detecting signals in laminar level using noninvasive MRI helps us bridge knowledge between macro- and micro-research. Goal(s): To understand the neural mechanism of hierarchical auditory processing in both macroscopic and mesoscopic brain cortex in-vivo. Approach: We used the 7T MRI to perform the whole-brain-fMRI and layer-fMRI with ultra-high-resolution when human was listening to a hierarchical auditory sequence paradigm. Results: The responses to the hierarchical auditory processing are not only along a pathway from auditory to frontal cortices, but also various across laminar cortex. Impact: We used the layer-fMRI to find that the auditory processing is distributed across cortical layers in a hierarchical manner. The detection of auditory processing in both macroscopic and mesoscopic levels allows us to build predictive coding model in multiple dimensions.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 81%
Neural Networks and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Hierarchical auditory processing integrating macroscopic and mesoscopic neural networks — Yuwei Jiang, He Wang, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2024) | TGRS Research Map | TGRS