A Feature Design Framework for Hardware Efficient Neural Spike Sorting

Sokolic, Jure ;   Zamani, Majid ;   Demosthenous, Andreas ;   Rodrigues, Miguel R. D.

Tags Biomedical signal classificationPrincipal component analysis

We propose a feature design framework that con- siders simultaneously performance and computational complex- ity. In particular, we...

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Automated Analysis of Local Field Potentials Evoked by Mechanical Whisker Stimulation in Rat Barrel Cortex

Rubega, Maria ;   Cecchetto, Claudia ;   Vassanelli, Stefano ;   Sparacino, Giovanni

Tags Signal processing in physiological systems

Local field potentials (LFPs) recorded in the barrel cortex in rats and mice are important to investigate somatosensory systems, the final...

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Patient Specific Parkinson's Disease Detection for Adaptive Deep Brain Stimulation

Mohammed, Ameer ;   Zamani, Majid ;   Bayford, Richard H. ;   Demosthenous, Andreas

Tags Biomedical signal classificationNeural networks in biosignal processing and classificationClosed loop systems in physiological systems

Continuous deep brain stimulation for Parkinson’s disease (PD) patients results in side effects and shortening of the pacemaker battery life....

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Prediction of Outcome in Traumatic Brain Injury Patients using Long-Term qEEG Features

Mikola, Annika ;   Ratsep, Indrek ;   Särkelä, Mika ;   Lipping, Tarmo

Tags Signal processing in physiological systemsBiomedical signal classification

Treatment of patients suffering from severe traumatic brain injury (TBI) commonly involves sedation and mechanical ventilation during...

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Relationship between Inter-Stimulus-Intervals and Intervals of Autonomous Activities in a Neuronal Network

Ito, Hidekatsu ;   Minoshima, Wataru ;   Kudoh, Suguru

Tags Time-frequency analysis of biosignalsNeural networks in biosignal processing and classification

To investigate relationships between neuronal network activity and electrical stimulus, we analyzed autonomous activity before and after...

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Supervised Segmentation of Microelectrode Recording Artifacts using Power Spectral Density

Bakstein, Eduard ;   Schneider, Jakub ;   Sieger, Tomas ;   Novak, Daniel ;   Wild, Jiri ;   Jech, Robert

Tags Biomedical signal classificationTime-frequency analysis of biosignals

Appropriate detection of clean signal segments in extracellular microelectrode recordings (MER) is vital for maintaining high signal-to-noise...

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