Kianoush Nazarpour

IEEE Trans. Consumer Electron., February, 2024

Real-Time Implementation of Spatial Convolutional Network to Control Myoelectric Prostheses.

[BibT_eX]

[DOI]

Milad Jabbari

Oluwarotimi Williams Samuel

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023

An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running.

[BibT_eX]

[DOI]

Alireza Rezaie Zangene

Ali Abbasi

Alistair A. McEwan

Mojisola Grace Asogbon

Guanglin Li

Biomed. Signal Process. Control., September, 2023

Explainable and Robust Deep Forests for EMG-Force Modeling.

[BibT_eX]

[DOI]

Xinyu Jiang

Aidan McConnell-Trevillion

Chenyun Dai

IEEE J. Biomed. Health Informatics, June, 2023

A Feasibility Study on Textile Electrodes for Transcutaneous Electrical Nerve Stimulation.

[BibT_eX]

[DOI]

Wei Ju

Sadeque Reza Khan

Negin Ghahremani Arekhloo

Srinjoy Mitra

Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Investigating the Advantages of Magnetomyography in Assistive Healthcare Technology.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

An Attention-based Bidirectional LSTM Model for Continuous Cross-Subject Estimation of Knee Joint Angle during Running from sEMG Signals.

[BibT_eX]

[DOI]

Alireza Rezaie Zangene

Oluwarotimi Williams Samuel

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Recalibration of myoelectric control with active learning.

[BibT_eX]

[DOI]

Katarzyna Szymaniak

Negin Ghahremani Arekhloo

Frontiers Neurorobotics, September, 2022

Labeled projective dictionary pair learning: application to handwritten numbers recognition.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Investigating the Volume Conduction Effect in MMG and EMG during Action Potential Recording.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

2021

Estimation of Lower Limb Kinematics during Squat Task in Different Loading Using sEMG Activity and Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

Alireza Rezaie Zangene

Ali Abbasi

Sensors, 2021

Arduino-Based Myoelectric Control: Towards Longitudinal Study of Prosthesis Use.

[BibT_eX]

[DOI]

Sensors, 2021

An Electro-Oculogram Based Vision System for Grasp Assistive Devices - A Proof of Concept Study.

[BibT_eX]

[DOI]

Rinku Roy

Manjunatha Mahadevappa

Sensors, 2021

Decoding HD-EMG Signals for Myoelectric Control - How Small Can the Analysis Window Size be?

[BibT_eX]

[DOI]

Rami N. Khushaba

IEEE Robotics Autom. Lett., 2021

Co-creation and User Perspectives for Upper Limb Prosthetics.

[BibT_eX]

[DOI]

Laurence P. J. Kenney

Margaret Donovan-Hall

Frontiers Neurorobotics, 2021

Modelling and Analysis of Magnetic Fields from Skeletal Muscle for Valuable Physiological Measurements.

[BibT_eX]

[DOI]

CoRR, 2021

Prosthesis Control Using Spike Rate Coding in the Retina Photoreceptor Cells.

[BibT_eX]

[DOI]

Jason Kamran Eshraghian

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Long-Term Myoelectric Training with Delayed Feedback in the Home Environment.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Flexible Piezoelectric Sensors for Miniaturized Sonomyography.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control.

[BibT_eX]

[DOI]

Milad Jabbari

Rami N. Khushaba

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Ultrasensitive Magnetoelectric Sensing System for Pico-Tesla MagnetoMyoGraphy.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2020

SenseBack - An Implantable System for Bidirectional Neural Interfacing.

[BibT_eX]

[DOI]

Timothy G. Constandinou

IEEE Trans. Biomed. Circuits Syst., 2020

A more human prosthetic hand.

[BibT_eX]

[DOI]

Sci. Robotics, 2020

Objects and scenes classification with selective use of central and peripheral image content.

[BibT_eX]

[DOI]

Ali Alameer

Patrick Degenaar

J. Vis. Commun. Image Represent., 2020

Classification of the Chinese Handwritten Numbers with Supervised Projective Dictionary Pair Learning.

[BibT_eX]

[DOI]

CoRR, 2020

High-Precision Biomagnetic Measurement System Based on Tunnel Magneto-Resistive Effect.

[BibT_eX]

[DOI]

Siming Zuo

Hadi Heidari

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Real-time myoelectric control with an Arduino.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Arduino-based embedded system for myoelectric hand prostheses.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

W: Ti Intraneural Flexible Electrode for Acute Peripheral Nerve Stimulation Studies.

[BibT_eX]

[DOI]

Carolina Silveira

Emma Brunton

Enrique Escobedo-Cousin

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

A low-cost Raspberry PI-based vision system for upper-limb prosthetics.

[BibT_eX]

[DOI]

Rinku Roy

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Live Demonstration: Prosthesis Control Using a Real-Time Retina Cell Network Simulator.

[BibT_eX]

[DOI]

Coen Arrow

Jason Kamran Eshraghian

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Integrated Pico-Tesla Resolution Magnetoresistive Sensors for Miniaturised Magnetomyography.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Automatic Myoelectric Control Site Detection Using Candid Covariance-Free Incremental Principal Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

Milad Jabbari

Rami N. Khushaba

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Temporal Modulation of Transcutaneous Electrical Nerve Stimulation Influences Sensory Perception.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Intramuscular EMG For Abstract Myoelectric Control: A Proof Of Concept Study.

[BibT_eX]

[DOI]

Sigrid S. G. Dupan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Grasp Type Estimation for Myoelectric Prostheses using Point Cloud Feature Learning.

[BibT_eX]

[DOI]

CoRR, 2019

A CMOS Analog Front-End for Tunnelling Magnetoresistive Spintronic Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

SenseBack - Implant considerations for an implantable neural stimulation and recording device.

[BibT_eX]

[DOI]

Timothy G. Constandinou

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018

Incoherent Dictionary Pair Learning: Application to a Novel Open-Source Database of Chinese Numbers.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Multi-Step Prediction of Physiological Tremor With Random Quaternion Neurons for Surgical Robotics Applications.

[BibT_eX]

[DOI]

Yubo Wang

IEEE Access, 2018

Positioning the Nerve Cuff Distally on the Sciatic Nerve Improves the Classification of Ankle-Movement Proprioceptive ENG Signals.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Evaluation of Time-Domain Features of Sensory ENG Signals.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Preliminary Study of Time to Recovery of Rat Sciatic Nerve from High Frequency Alternating Current Nerve Block.

[BibT_eX]

[DOI]

Adrien Rapeaux

Emma Brunton

Timothy G. Constandinou

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Continuous Versus Discrete Simultaneous Control of Prosthetic Fingers.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

CMOS Magnetic Sensors for Wearable Magnetomyography.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Data Driven Spatial Filtering Can Enhance Abstract Myoelectric Control in Amputees.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Abstract Decoding using Bayesian Muscle Activation Estimators.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Recovery of the Response of Sensory Fibers to the Second of a Pair of Peripheral Nerve Stimuli.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Dealing with Ambiguity in Robotic Grasping via Multiple Predictions.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Multidimensional Modeling of Physiological Tremor for Active Compensation in Handheld Surgical Robotics.

[BibT_eX]

[DOI]

Wei Tech Ang

IEEE Trans. Ind. Electron., 2017

Use of regularized discriminant analysis improves myoelectric hand movement classification.

[BibT_eX]

[DOI]

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Abstract myoelectric control with EMG drive estimated using linear, kurtosis and Bayesian filtering.

[BibT_eX]

[DOI]

Jessica Barnes

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Identification of sensory information in mixed nerves using multi-channel cuff electrodes for closed loop neural prostheses.

[BibT_eX]

[DOI]

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Processing occlusions using elastic-net hierarchical MAX model of the visual cortex.

[BibT_eX]

[DOI]

Ali Alameer

Patrick Degenaar

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Real-time physiological tremor estimation using recursive singular spectrum analysis.

[BibT_eX]

[DOI]

Kabita Adhikari

Jonathon A. Chambers

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

A Quaternion Weighted Fourier Linear Combiner for Modeling Physiological Tremor.

[BibT_eX]

[DOI]

Kabita Adhikari

Wei Tech Ang

IEEE Trans. Biomed. Eng., 2016

Object Recognition With an Elastic Net-Regularized Hierarchical MAX Model of the Visual Cortex.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Combined influence of forearm orientation and muscular contraction on EMG pattern recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Accelerometer-based gait assessment: Pragmatic deployment on an international scale.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Multichannel cuff electrodes for peripheral nerve stimulation and recording.

[BibT_eX]

[DOI]

Emma Brunton

Christoph W. Blau

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Comparison of hand and forearm muscle pairs in controlling of a novel myoelectric interface.

[BibT_eX]

[DOI]

Jessica Barnes

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Toward a low-cost gait analysis system for clinical and free-living assessment.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Real-time classification of multi-modal sensory data for prosthetic hand control.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

2015

Evaluation of regression methods for the continuous decoding of finger movement from surface EMG and accelerometry.

[BibT_eX]

[DOI]

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Modeling 3D tremor signals with a quaternion weighted Fourier Linear Combiner.

[BibT_eX]

[DOI]

Kabita Adhikari

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Towards low-dimensionsal proportional myoelectric control.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Real-time prediction of respiratory motion traces for radiotherapy with ensemble learning.

[BibT_eX]

[DOI]

Sun-Mog Hong

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Generalizability of EMG decoding using local field potentials.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Advances in Electroencephalography Signal Processing [Life Sciences].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Artificial proprioception for myoelectric control.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Adapting proportional myoelectric-controlled interfaces for prosthetic hands.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

EMG Prediction From Motor Cortical Recordings via a Nonnegative Point-Process Filter.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

2010

Removal of Ballistocardiogram Artifacts Using the Cyclostationary Source Extraction Method.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

2009

Steady-State Movement Related Potentials for Brain-Computer Interfacing.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

Removal of ballistocardiogram artifact from electroencephalograms exploiting heart rate variability.

[BibT_eX]

[DOI]

A. Kosma

Saeid Sanei

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

2008

Removal of the Eye-Blink Artifacts From EEGs via STF-TS Modeling and Robust Minimum Variance Beamforming.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2008

A Novel Semiblind Signal Extraction Approach for the Removal of Eye-Blink Artifact from EEGs.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

Blind source extraction of heart sound signals from lung sound recordings exploiting periodicity of the heart sound.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Classification of Elbow Electormyography Signals based on Directed Transfer Functions.

[BibT_eX]

[DOI]

Rhonira Latif

Saeid Sanei

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007

Application of Higher Order Statistics to Surface Electromyogram Signal Classification.

[BibT_eX]

[DOI]

Seyed Mohammad P. Firoozabadi

Ahmad R. Sharafat

IEEE Trans. Biomed. Eng., 2007

A Novel Semi-Blind Signal Extraction Approach Incorporating Parafac for the Removal of Eye-Blink Artifact from EEGs.

[BibT_eX]

[DOI]

Saeid Sanei

Jonathon A. Chambers

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

2006

A novel space-time-frequency masking approach for quantification of EEG source propagation with an application to brain computer interfacing.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

Parallel space-time-frequency decomposition of EEG signals for brain computer interfacing.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

SEMG classification for upper-limb prosthesis control using higher order statistics.

[BibT_eX]

[DOI]

Alireza Khadivi