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
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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
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Editorial: Biosignal processing and computational methods to enhance sensory motor neuroprosthetics [PDF]
Frontiers in Neuroscience, 2015 Mitsuhiro eHayashibe +3 more
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Ensemble Approach for Detection of Depression Using EEG Features
Entropy, 2022 Depression is a public health issue that severely affects one’s well being and can cause negative social and economic effects to society. To raise awareness of these problems, this research aims at determining whether the long-lasting effects of ...
Egils Avots +5 more
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FPGA controlled artificial vascular system
Current Directions in Biomedical Engineering, 2015 Monitoring the oxygen saturation of an unborn child is an invasive procedure, so far. Transabdominal fetal pulse oximetry is a promising method under research, used to estimate the oxygen saturation of a fetus noninvasively.
Laqua D. +7 more
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Improved FPGA controlled artificial vascular system for plethysmographic measurements
Current Directions in Biomedical Engineering, 2016 The fetal oxygen saturation is an important parameter to determine the health status of a fetus, which is until now mostly acquired invasively.
Laqua Daniel +6 more
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Nonlinear and conventional biosignal analyses applied to tilt table test for evaluating autonomic nervous system and autoregulation [PDF]
, 2013 Copyright © Tseng et al.; Licensee Bentham Open. This is an open access article licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/ by-nc/3.0/) which permits unrestricted, non ...
Castiglioni P +16 more
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Current Directions in Biomedical Engineering, 2016 UWB microwave imaging has proven to be a promising technique for early-stage breast cancer detection. The extensive image reconstruction time can be accelerated by parallelizing the execution of the underlying beamforming algorithms.
Salomon Christoph J. +2 more
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Mobile health applications digital evidence taxonomy with knowledge sharing approach for digital forensics readiness [PDF]
, 2020 M-health is the current application that capable to monitor and detect human biological change and used the Internet as a platform to transfer and receive the data from the cloud providers.
Abdul Razak, Muhammad Thariq
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Current Directions in Biomedical Engineering, 2016 The estimation of respiratory rates from contineous respiratory signals is commonly done using either fourier transformation or the zero-crossing method.
Schrumpf Fabian +3 more
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