← Search

Douglas J Weber

2 accepted papers

2024

EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography

NeurIPS 2024poster

This paper introduces the first generalization and adaptation benchmark using machine learning for evaluating out-of-distribution performance of electromyography (EMG) classification algorithms. The ability of an EMG classifier to handle inputs drawn from a different distribution than the training d…

2023

Can Brain Signals Reveal Inner Alignment with Human Languages?

EMNLP 2023short findings

Brain Signals, such as Electroencephalography (EEG), and human languages have been widely explored independently for many downstream tasks, however, the connection between them has not been well explored. In this study, we explore the relationship and dependency between EEG and language. To study at…

Cited by 0SourcecodeScholar