Compact Unsupervised EEG Response Representation for Emotion Recognition

Zhuang, Xiaodan ;   Crystal, Michael ;   Rozgic, Viktor

Tags Analysis and processing of biomedical signalsBiomedical pattern recognitionComputer-aided diagnosis

In this work, we propose a compact and unsupervised EEG response representation. Instead of directly extracting features from the whole...

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Mixtures of Independent Component Analyzers for Microarousal Detection

Safont, Gonzalo ;   Gomez, Enriqueta ;   Salazar Afanador, Addisson ;   Vergara Dominguez, Luis ;   Villanueva, Vicente

Tags Biomedical pattern recognitionDisease diagnostic and prognostic models

This paper presents a study of the application of new variants of the Sequential Independent Analysis Mixture Models (SICAMM) to the modeling...

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On the Sensor Choice and Data Analysis for Classification of Elementary Upper Limb Movements

Biswas, Dwaipayan ;   Rahim, Ahmed ;   Ortmann, Steffen ;   Maharatna, Koushik ;   Harris, Nick ;   Gupta, Nayaab ;   Cranny, Andy

Tags Sensor networks and systems for pervasive healthcareContinuous monitoring and streaming technologies for healthcareBiomedical pattern recognition

In this paper we present a systematic exploration for determining the appropriate type of inertial sensor and the associated data processing...

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Tail-Clamping Stimulation Increases Phase-Locking Neurons in the Hippocampus of Anaesthetized Rat

Feng, Zhouyan ;   Zheng, Xiaojing ;   Wang, Yang

Tags Analysis and processing of biomedical signalsBiomedical data miningBiomedical pattern recognition

Phase-locking is an important encoding mode in the hippocampal region of brain where neuronal firing concentrates on a certain phase of the...

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Verification of Effectiveness on Position Correction System Using HRV Analysis with Obstructive Sleep Apnea

Kim, Sung Min ;   Ye, Soo Young ;   Park, Sung Yun ;   Choi, Byeong cheol

Tags Analysis and processing of biomedical signalsApplications in electronic health recordsBiomedical pattern recognition

Obstructive sleep apnea (OSA) is a sufficiently common disease that may negatively affect high-quality sleeping. Reduction in muscle strain of...

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