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Filtering by: Contributor Solovey, Erin Contributor Neamtu, Rodica

Towards Mental Workload Time Series Classification and Interpretation for Real-Time Feedback in Brain-Computer Interfacing Video Games

Keyword:

Functional Near-Infrared Spectroscopy (fNIRS), Machine Learning on time series, Cognitive workload, User experience, and Brain-Computer Interfaces

Creator:

Mhalgi, Shreya Milind

Advisor:

Neamtu, Rodica

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning

Keyword:

mind-wandering, machine learning, Echo State Network, cognitive load, rule learning, and functional near-infrared spectroscopy

Creator:

Liu, Ruixue

Advisor:

Solovey, Erin

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-12-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science