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The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • Deep Learning Methods for Sign Language Translation

    Tejaswini Ananthanarayana, Priyanshu Srivastava, Akash Chintha, Akhil Santha, Brian Landy, Joseph Panaro, Andre Webster, Nikunj Kotecha, Shagan Sah, Thomastine Sarchet, Raymond Ptucha, Ifeoma Nwogu · 2021 · ACM Transactions on Accessible Computing

    This comprehensive study evaluates deep learning methods for translating sign language video directly to spoken/written text—critically, without requiring the intermediate step of gloss-based recognition (manual sign-for-sign transcription). The researchers systematically…

    sign language · machine translation · deep learning · transformer · neural network

  • EEG as a means of communication: preliminary experiments in EEG analysis using neural networks

    Charles W. Anderson, Saikumar V. Devulapalli, Erik A. Stolz · 1994 · Proceedings of the First Annual ACM Conference on Assistive Technologies (Assets '94)

    This paper explores the use of electroencephalography (EEG) as a communication channel for paralyzed individuals, representing early brain-computer interface (BCI) research. The core premise is that if distinct mental states can be reliably identified through EEG pattern…

    brain-computer interface · electroencephalography · neural network · machine learning · paralysis

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