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10/01/2020
Neural encoding with visual attention
Visual perception is critically influenced by the focus of attention. Du...
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08/27/2020
Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check
Spell check is a useful application which involves processing noisy huma...
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08/07/2020
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity
Resting-state functional MRI (rsfMRI) yields functional connectomes that...
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06/29/2020
A shared neural encoding model for the prediction of subject-specific fMRI response
The increasing popularity of naturalistic paradigms in fMRI (such as mov...
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12/20/2019
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks
Logographs (Chinese characters) have recursive structures (i.e. hierarch...
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12/30/2018
Machine learning in resting-state fMRI analysis
Machine learning techniques have gained prominence for the analysis of r...
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10/07/2018
Phonology-Augmented Statistical Framework for Machine Transliteration using Limited Linguistic Resources
Transliteration converts words in a source language (e.g., English) into...
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09/12/2018