Transactions on Neural Systems and Rehabilitation Engineering

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Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation
There is a pressing need for strategies to slow or treat the progression of functional decline in people living with HIV. This paper explores a novel rehabilitation robotics approach to measuring cognitive and motor impairment in adults living with HIV,... Read more
Articles
Neural Implants Without Electronics: A Proof-of-Concept Study on a Human Skin Model
Objective: Chronic neural implants require energy and signal supply. The objective of this work was to evaluate a multichannel transcutaneous coupling approach in an ex vivo split-concept study, which minimizes the invasiveness of such an implant by externalizing the processing... Read more
Articles, Published Articles
Locally Linear Embedding and fMRI feature selection in psychiatric classification
Background: Functional magnetic resonance imaging (fMRI) provides non-invasive measures of neuronal activity using an endogenous Blood Oxygenation-Level Dependent (BOLD) contrast. This article introduces a nonlinear dimensionality reduction (Locally Linear Embedding) to extract informative measures of the underlying neuronal activity from... Read more