Fine-grained neural decoding with distributed word representations

DOI10.1016/j.ins.2019.08.043zbMath1460.92112OpenAlexW2969245029WikidataQ127355193 ScholiaQ127355193MaRDI QIDQ1999022

Yanyan Li

Publication date: 18 March 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2019.08.043

zbMATH Keywords

neural decodingfMRI word decodinginformative voxelsstimuli paradigmword classword embedding models

Mathematics Subject Classification ID

Biomedical imaging and signal processing (92C55) Neural networks for/in biological studies, artificial life and related topics (92B20) Psychophysics and psychophysiology; perception (91E30)

Uses Software

• ConceptNet
• word2vec
• GloVe

Cites Work

• Using Wikipedia to learn semantic feature representations of concrete concepts in neuroimaging experiments
• Ridge Regression: Biased Estimation for Nonorthogonal Problems

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