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Explainable artificial intelligence approaches for brain-computer interfaces: a review and design space
Objective. This review paper provides an integrated perspective of Explainable Artificial
Intelligence (XAI) techniques applied to Brain-Computer Interfaces (BCIs). BCIs use …
Intelligence (XAI) techniques applied to Brain-Computer Interfaces (BCIs). BCIs use …
State-sensitive convolutional sparse coding for potential biomarker identification in brain signals
The identification of prototypical waveforms, such as sleep spindles and epileptic spikes, is
crucial for the diagnosis of neurological disorders. These prototypical waveforms are usually …
crucial for the diagnosis of neurological disorders. These prototypical waveforms are usually …
Marked point process representation of oscillatory dynamics underlying working memory
Objective. Computational models of neural activity at the meso-scale suggest the
involvement of discrete oscillatory bursts as constructs of cognitive processing during …
involvement of discrete oscillatory bursts as constructs of cognitive processing during …
Neuromodulatory pattern analysis for local field potentials
S Akella - 2021 - search.proquest.com
Brain dynamics are manifested on many levels of organization, the observable aspects of
which are divided into three modalities, namely, the microscopic, mesoscopic, and …
which are divided into three modalities, namely, the microscopic, mesoscopic, and …
Interface cérebro-máquina: avanços na neurociência eo desenvolvimento de bioeletrodos
WSM de Sousa, DC Lopes, DAC Silva… - Research, Society and …, 2022 - rsdjournal.org
Objective: To show the updates in this field of research in recent years. Methodology: This is
a narrative review, which consist of more extensive publications. The Pubmed database and …
a narrative review, which consist of more extensive publications. The Pubmed database and …