Results 11 to 20 of about 9,707 (246)
Design and Analysis of a Neuromemristive Reservoir Computing Architecture for Biosignal Processing [PDF]
Frontiers in Neuroscience, 2016 Reservoir computing (RC) is gaining traction in several signal processing domains, owing to its nonlinear stateful computation, spatiotemporal encoding, and reduced training complexity over recurrent neural networks (RNNs).
Dhireesha eKudithipudi +4 more
doaj +6 more sources
Novel Computational Tools in Biosignal Processing [PDF]
The Scientific World Journal, 2015 Biosignal processing has become a popular part of modern computational science, physics, and biological science. It is desired to develop novel computational tools to analyze biosignals, which are able to provide utilizable approaches to enhance our understanding of complex biological systems.
Gaoxiang Ouyang +4 more
doaj +7 more sources
Intelligent Biosignal Processing in Wearable and Implantable Sensors [PDF]
Biosensors, 2022 Wearable technology including sensors, sensor networks, and the associated devices have opened up space in a variety of applications [...]
Hariton-Nicolae Costin, Saeid Sanei
doaj +4 more sources
Continuous, Contactless, and Multimodal Pain Assessment During Surgical Interventions [PDF]
IEEE Open Journal of Engineering in Medicine and BiologyGoal: We introduce a continuous, multimodal pain classification technique that utilizes camera-based data conducted in clinical settings. Methods: We integrate facial Action Units (AUs) obtained from samples with sequential vital parameters extracted ...
Bianca Reichard +2 more
doaj +2 more sources
Wearable Multi-Biosignal Analysis Integrated Interface With Direct Sleep-Stage Classification
IEEE Access, 2020 This paper presents a wearable multi-biosignal wireless interface for sleep analysis. It enables comfortable sleep monitoring with direct sleep-stage classification capability while conventional analytic interfaces including the Polysomnography (PSG ...
Sung-Woo Kim +5 more
doaj +3 more sources
Sensors, 2015 Nowadays insight into human-machine interaction is a critical topic with the large-scale development of intelligent vehicles. Biosignal analysis can provide a deeper understanding of driver behaviors that may indicate rationally practical use of the ...
Rencheng Zheng +3 more
doaj +3 more sources
Diagnostics, 2021 The knowledge of temperature distribution inside the tissue to be treated is essential for patient safety, workflow and clinical outcomes of thermal therapies.
Alexandra Prokhorova +2 more
doaj +1 more source
Camera-based Pain Assessment during Surgical Interventions
Current Directions in Biomedical Engineering, 2022 Pain assessment in clinical settings can be a challenging task for clinic staff and patients. An automatic and contactless pain estimation system via facial expression is a decisive advantage.
Reichard Bianca +4 more
doaj +1 more source
Assessment of Non-Invasive Blood Pressure Prediction from PPG and rPPG Signals Using Deep Learning
Sensors, 2021 Exploiting photoplethysmography signals (PPG) for non-invasive blood pressure (BP) measurement is interesting for various reasons. First, PPG can easily be measured using fingerclip sensors.
Fabian Schrumpf +4 more
doaj +1 more source
Low-Cost Wearable Band Sensors of Surface Electromyography for Detecting Hand Movements
Sensors, 2022 Surface electromyography (sEMG) is a non-invasive measure of electrical activity generated due to muscle contraction. In recent years, sEMG signals have been increasingly used in diverse applications such as rehabilitation, pattern recognition, and ...
Manuela Gomez-Correa, David Cruz-Ortiz
doaj +1 more source