SEMG classification for upper-limb prosthesis control using higher order statistics. - Alireza Khadivi; Kianoush Nazarpour; Hamid Soltanian-Zadeh (ICASSP (5), 2005)

Parallel space-time-frequency decomposition of EEG signals for brain computer interfacing. - Kianoush Nazarpour; Saeid Sanei; Leor Shoker; Jonathon A. Chambers (EUSIPCO, 2006)

A novel space-time-frequency masking approach for quantification of EEG source propagation with an application to brain computer interfacing. - Leor Shoker; Saeid Sanei; Kianoush Nazarpour; Alex Sumich (EUSIPCO, 2006)

A Novel Semi-Blind Signal Extraction Approach Incorporating Parafac for the Removal of Eye-Blink Artifact from EEGs. - Kianoush Nazarpour; Saeid Sanei; Jonathon A. Chambers (DSP, 2007)

Application of Higher Order Statistics to Surface Electromyogram Signal Classification. - Kianoush Nazarpour; Ahmad R. Sharafat; Seyed Mohammad P. Firoozabadi (IEEE Trans. Biomed. Eng., 2007)

Classification of Elbow Electormyography Signals based on Directed Transfer Functions. - Rhonira Latif; Saeid Sanei; Kianoush Nazarpour (BMEI (2), 2008)

Blind source extraction of heart sound signals from lung sound recordings exploiting periodicity of the heart sound. - Thato Tsalaile; Syed M. Naqvi; Kianoush Nazarpour; Saeid Sanei; Jonathon A. Chambers (ICASSP, 2008)

A Novel Semiblind Signal Extraction Approach for the Removal of Eye-Blink Artifact from EEGs. - Kianoush Nazarpour; Hamid Reza Mohseni; Christian W. Hesse; Jonathon A. Chambers; Saeid Sanei (EURASIP J. Adv. Signal Process., 2008)

Removal of the Eye-Blink Artifacts From EEGs via STF-TS Modeling and Robust Minimum Variance Beamforming. - Kianoush Nazarpour; Yodchanan Wongsawat; Saeid Sanei; Jonathon A. Chambers; Soontorn Oraintara (IEEE Trans. Biomed. Eng., 2008)

Removal of ballistocardiogram artifact from electroencephalograms exploiting heart rate variability. - A. Kosma; Kianoush Nazarpour; Saeid Sanei (DPS, 2009)

Steady-State Movement Related Potentials for Brain-Computer Interfacing. - Kianoush Nazarpour; Peter Praamstra; R. Chris Miall; Saeid Sanei (IEEE Trans. Biomed. Eng., 2009)

Removal of Ballistocardiogram Artifacts Using the Cyclostationary Source Extraction Method. - Foad Ghaderi; Kianoush Nazarpour; John G. McWhirter; Saeid Sanei (IEEE Trans. Biomed. Eng., 2010)

EMG Prediction From Motor Cortical Recordings via a Nonnegative Point-Process Filter. - Kianoush Nazarpour; Christian Ethier; Liam Paninski; James M. Rebesco; R. Chris Miall; Lee E. Miller (IEEE Trans. Biomed. Eng., 2012)

Adapting proportional myoelectric-controlled interfaces for prosthetic hands. - Tobias Pistohl; Christian Cipriani; Andrew Jackson 001; Kianoush Nazarpour (EMBC, 2013)

Artificial proprioception for myoelectric control. - Tobias Pistohl; Andrew Jackson 001; Ganesh Gowrishankar; Deepak Joshi; Kianoush Nazarpour (EMBC, 2013)

Advances in Electroencephalography Signal Processing [Life Sciences]. - Saeid Sanei; Saideh Ferdowsi; Kianoush Nazarpour; Andrzej Cichocki (IEEE Signal Process. Mag., 2013)

Generalizability of EMG decoding using local field potentials. - Agamemnon Krasoulis; Thomas M. Hall; Sethu Vijayakumar; Andrew Jackson 001; Kianoush Nazarpour (EMBC, 2014)

Real-time prediction of respiratory motion traces for radiotherapy with ensemble learning. - Sivanagaraja Tatinati; Kalyana C. Veluvolu; Sun-Mog Hong; Kianoush Nazarpour (EMBC, 2014)

Towards low-dimensionsal proportional myoelectric control. - Agamemnon Krasoulis; Kianoush Nazarpour; Sethu Vijayakumar (EMBC, 2015)

Modeling 3D tremor signals with a quaternion weighted Fourier Linear Combiner. - Kabita Adhikari; Sivanagaraja Tatinati; Kalyana C. Veluvolu; Kianoush Nazarpour (NER, 2015)

Evaluation of regression methods for the continuous decoding of finger movement from surface EMG and accelerometry. - Agamemnon Krasoulis; Sethu Vijayakumar; Kianoush Nazarpour (NER, 2015)

Real-time classification of multi-modal sensory data for prosthetic hand control. - Iris Kyranou; Agamemnon Krasoulis; Mustafa Suphi Erden; Kianoush Nazarpour; Sethu Vijayakumar (BioRob, 2016)

Toward a low-cost gait analysis system for clinical and free-living assessment. - Cassim Ladha; Silvia Del Din; Kianoush Nazarpour; Aodhán Hickey; Rosie Morris; Michael Catt; Lynn Rochester; Alan Godfrey (EMBC, 2016)

Comparison of hand and forearm muscle pairs in controlling of a novel myoelectric interface. - Jessica Barnes; Matthew Dyson; Kianoush Nazarpour (SMC, 2016)

Multichannel cuff electrodes for peripheral nerve stimulation and recording. - Emma Brunton; Christoph W. Blau; Kianoush Nazarpour (SMC, 2016)

Accelerometer-based gait assessment: Pragmatic deployment on an international scale. - Silvia Del Din; Aodhán Hickey; Simon Woodman; Hugo Hiden; Rosie Morris; Paul Watson 001; Kianoush Nazarpour; Michael Catt; Lynn Rochester; Alan Godfrey (SSP, 2016)

Combined influence of forearm orientation and muscular contraction on EMG pattern recognition. - Rami N. Khushaba; Ali Al-Timemy; Sarath Kodagoda; Kianoush Nazarpour (Expert Syst. Appl., 2016)

Object Recognition With an Elastic Net-Regularized Hierarchical MAX Model of the Visual Cortex. - Ali Alameer; Ghazal Ghazaei; Patrick Degenaar; Jonathon A. Chambers; Kianoush Nazarpour (IEEE Signal Process. Lett., 2016)

A Quaternion Weighted Fourier Linear Combiner for Modeling Physiological Tremor. - Kabita Adhikari; Sivanagaraja Tatinati; Wei Tech Ang; Kalyana C. Veluvolu; Kianoush Nazarpour (IEEE Trans. Biomed. Eng., 2016)

Real-time physiological tremor estimation using recursive singular spectrum analysis. - Kabita Adhikari; Sivanagaraja Tatinati; Kalyana C. Veluvolu; Jonathon A. Chambers; Kianoush Nazarpour (EMBC, 2017)

Processing occlusions using elastic-net hierarchical MAX model of the visual cortex. - Ali Alameer; Patrick Degenaar; Kianoush Nazarpour (INISTA, 2017)

Identification of sensory information in mixed nerves using multi-channel cuff electrodes for closed loop neural prostheses. - Emma Brunton; Christoph W. Blau; Carolina Silveira; Kianoush Nazarpour (NER, 2017)

Abstract myoelectric control with EMG drive estimated using linear, kurtosis and Bayesian filtering. - Matthew Dyson; Jessica Barnes; Kianoush Nazarpour (NER, 2017)

Use of regularized discriminant analysis improves myoelectric hand movement classification. - Agamemnon Krasoulis; Kianoush Nazarpour; Sethu Vijayakumar (NER, 2017)

Multidimensional Modeling of Physiological Tremor for Active Compensation in Handheld Surgical Robotics. - Sivanagaraja Tatinati; Kianoush Nazarpour; Wei Tech Ang; Kalyana C. Veluvolu (IEEE Trans. Ind. Electron., 2017)

Dealing with Ambiguity in Robotic Grasping via Multiple Predictions. - Ghazal Ghazaei; Iro Laina; Christian Rupprecht 001; Federico Tombari; Nassir Navab; Kianoush Nazarpour (ACCV (4), 2018)

Recovery of the Response of Sensory Fibers to the Second of a Pair of Peripheral Nerve Stimuli. - Emma Brunton; Carolina Silveira; John Riddell; Kianoush Nazarpour (EMBC, 2018)

Abstract Decoding using Bayesian Muscle Activation Estimators. - Matthew Dyson; Kianoush Nazarpour (EMBC, 2018)

Data Driven Spatial Filtering Can Enhance Abstract Myoelectric Control in Amputees. - Matthew Dyson; Kianoush Nazarpour (EMBC, 2018)

CMOS Magnetic Sensors for Wearable Magnetomyography. - Hadi Heidari; Siming Zuo; Agamemnon Krasoulis; Kianoush Nazarpour (EMBC, 2018)

Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. - Rami N. Khushaba; Agamemnon Krasoulis; Adel Al-Jumaily; Kianoush Nazarpour (EMBC, 2018)

Continuous Versus Discrete Simultaneous Control of Prosthetic Fingers. - Agamemnon Krasoulis; Sethu Vijayakumar; Kianoush Nazarpour (EMBC, 2018)

Preliminary Study of Time to Recovery of Rat Sciatic Nerve from High Frequency Alternating Current Nerve Block. - Adrien Rapeaux; Emma Brunton; Kianoush Nazarpour; Timothy G. Constandinou (EMBC, 2018)

Evaluation of Time-Domain Features of Sensory ENG Signals. - Carolina Silveira; Emma Brunton; Rami N. Khushaba; Kianoush Nazarpour (EMBC, 2018)

Positioning the Nerve Cuff Distally on the Sciatic Nerve Improves the Classification of Ankle-Movement Proprioceptive ENG Signals. - Carolina Silveira; Emma Brunton; Sally Spendiff; Kianoush Nazarpour (EMBC, 2018)

Multi-Step Prediction of Physiological Tremor With Random Quaternion Neurons for Surgical Robotics Applications. - Yubo Wang 001; Sivanagaraja Tatinati; Kabita Adhikari; Liyu Huang; Kianoush Nazarpour; Wei Tech Ang; Kalyana C. Veluvolu (IEEE Access, 2018)

Incoherent Dictionary Pair Learning: Application to a Novel Open-Source Database of Chinese Numbers. - Vahid Abolghasemi; Mingyang Chen; Ali Alameer; Saideh Ferdowsi; Jonathon A. Chambers; Kianoush Nazarpour (IEEE Signal Process. Lett., 2018)

SenseBack - Implant considerations for an implantable neural stimulation and recording device. - Ian Williams; Adrien Rapeaux; Jack Pearson; Kianoush Nazarpour; Emma Brunton; Song Luan; Yan Liu 016; Timothy G. Constandinou (BioCAS, 2019)

A CMOS Analog Front-End for Tunnelling Magnetoresistive Spintronic Sensing Systems. - Siming Zuo; Hua Fan 001; Kianoush Nazarpour; Hadi Heidari (ISCAS, 2019)

Grasp Type Estimation for Myoelectric Prostheses using Point Cloud Feature Learning. - Ghazal Ghazaei; Federico Tombari; Nassir Navab; Kianoush Nazarpour (CoRR, 2019)

Intramuscular EMG For Abstract Myoelectric Control: A Proof Of Concept Study. - Sigrid S. G. Dupan; Agamemnon Krasoulis; Kianoush Nazarpour (EMBC, 2020)

Temporal Modulation of Transcutaneous Electrical Nerve Stimulation Influences Sensory Perception. - Sigrid S. G. Dupan; Zachary McNeill; Emma Brunton; Kianoush Nazarpour (EMBC, 2020)

EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks. - Milad Jabbari; Rami N. Khushaba; Kianoush Nazarpour (EMBC, 2020)

Automatic Myoelectric Control Site Detection Using Candid Covariance-Free Incremental Principal Component Analysis. - Simon A. Stuttaford; Agamemnon Krasoulis; Sigrid S. G. Dupan; Kianoush Nazarpour; Matthew Dyson (EMBC, 2020)

Integrated Pico-Tesla Resolution Magnetoresistive Sensors for Miniaturised Magnetomyography. - Siming Zuo; Kianoush Nazarpour; Tim Böhnert; Elvira Paz; Paulo P. Freitas; Ricardo Ferreira 003; Hadi Heidari (EMBC, 2020)

Live Demonstration: Prosthesis Control Using a Real-Time Retina Cell Network Simulator. - Coen Arrow; Jason Kamran Eshraghian; Hancong Wu; Seungbum Baek; Herbert H. C. Iu; Kianoush Nazarpour (ICECS, 2020)

A low-cost Raspberry PI-based vision system for upper-limb prosthetics. - Rinku Roy; Kianoush Nazarpour (ICECS, 2020)

W: Ti Intraneural Flexible Electrode for Acute Peripheral Nerve Stimulation Studies. - Carolina Silveira; Emma Brunton; Enrique Escobedo-Cousin; Gaurav Gupta; Roger Whittaker; Anthony O'Neill; Kianoush Nazarpour (ICECS, 2020)

Arduino-based embedded system for myoelectric hand prostheses. - Hancong Wu; Matthew Dyson; Kianoush Nazarpour (ICECS, 2020)

Real-time myoelectric control with an Arduino. - Hancong Wu; Matthew Dyson; Kianoush Nazarpour (ICECS, 2020)

High-Precision Biomagnetic Measurement System Based on Tunnel Magneto-Resistive Effect. - Siming Zuo; Kianoush Nazarpour; Hadi Heidari (ICECS, 2020)

Classification of the Chinese Handwritten Numbers with Supervised Projective Dictionary Pair Learning. - Rasool Ameri; Saideh Ferdowsi; Ali Alameer; Vahid Abolghasemi; Kianoush Nazarpour (CoRR, 2020)

Objects and scenes classification with selective use of central and peripheral image content. - Ali Alameer; Patrick Degenaar; Kianoush Nazarpour (J. Vis. Commun. Image Represent., 2020)

A more human prosthetic hand. - Kianoush Nazarpour (Sci. Robotics, 2020)

SenseBack - An Implantable System for Bidirectional Neural Interfacing. - Ian Williams; Emma Brunton; Adrien Rapeaux; Yan Liu 016; Song Luan; Kianoush Nazarpour; Timothy G. Constandinou (IEEE Trans. Biomed. Circuits Syst., 2020)

Ultrasensitive Magnetoelectric Sensing System for Pico-Tesla MagnetoMyoGraphy. - Siming Zuo; Julius Schmalz; Mesut-Ömür Özden; Martina Gerken; Jingxiang Su; Florian Niekiel; Fabian Lofink; Kianoush Nazarpour; Hadi Heidari (IEEE Trans. Biomed. Circuits Syst., 2020)

Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control. - Milad Jabbari; Rami N. Khushaba; Kianoush Nazarpour (EMBC, 2021)

Flexible Piezoelectric Sensors for Miniaturized Sonomyography. - Maria Cerezo Sanchez; Siming Zuo; Alexandru Moldovan; Sandy Cochran; Kianoush Nazarpour; Hadi Heidari (EMBC, 2021)

Long-Term Myoelectric Training with Delayed Feedback in the Home Environment. - Simon A. Stuttaford; Sigrid S. G. Dupan; Kianoush Nazarpour; Matthew Dyson (EMBC, 2021)

Prosthesis Control Using Spike Rate Coding in the Retina Photoreceptor Cells. - Coen Arrow; Hancong Wu; Seungbum Baek; Herbert H. C. Iu; Kianoush Nazarpour; Jason Kamran Eshraghian (ISCAS, 2021)

Modelling and Analysis of Magnetic Fields from Skeletal Muscle for Valuable Physiological Measurements. - Siming Zuo; Kianoush Nazarpour; Dario Farina; Philip Broser; Hadi Heidari (CoRR, 2021)

Co-creation and User Perspectives for Upper Limb Prosthetics. - Hannah Jones; Sigrid S. G. Dupan; Matthew Dyson; Agamemnon Krasoulis; Laurence P. J. Kenney; Margaret Donovan-Hall; Kaveh Memarzadeh; Sarah Day; Maxford Coutinho; Kianoush Nazarpour (Frontiers Neurorobotics, 2021)

Decoding HD-EMG Signals for Myoelectric Control - How Small Can the Analysis Window Size be? - Rami N. Khushaba; Kianoush Nazarpour (IEEE Robotics Autom. Lett., 2021)

An Electro-Oculogram Based Vision System for Grasp Assistive Devices - A Proof of Concept Study. - Rinku Roy; Manjunatha Mahadevappa; Kianoush Nazarpour (Sensors, 2021)

Arduino-Based Myoelectric Control: Towards Longitudinal Study of Prosthesis Use. - Hancong Wu; Matthew Dyson; Kianoush Nazarpour (Sensors, 2021)

Estimation of Lower Limb Kinematics during Squat Task in Different Loading Using sEMG Activity and Deep Recurrent Neural Networks. - Alireza Rezaie Zangene; Ali Abbasi 007; Kianoush Nazarpour (Sensors, 2021)

Investigating the Volume Conduction Effect in MMG and EMG during Action Potential Recording. - Negin Ghahremani Arekhloo; Siming Zuo; Huxi Wang; Muhammad Imran 008; Thomas Klotz; Kianoush Nazarpour; Hadi Heidari (ICECS 2022, 2022)

Labeled projective dictionary pair learning: application to handwritten numbers recognition. - Rasoul Ameri; Ali Alameer; Saideh Ferdowsi; Kianoush Nazarpour; Vahid Abolghasemi (Inf. Sci., 2022)

Recalibration of myoelectric control with active learning. - Katarzyna Szymaniak; Agamemnon Krasoulis; Kianoush Nazarpour (Frontiers Neurorobotics, 2022)

An Attention-based Bidirectional LSTM Model for Continuous Cross-Subject Estimation of Knee Joint Angle during Running from sEMG Signals. - Alireza Rezaie Zangene; Oluwarotimi Williams Samuel; Ali Abbasi 007; Kianoush Nazarpour; Alistair A. McEwan; Guanglin Li 001 (EMBC, 2023)

Investigating the Advantages of Magnetomyography in Assistive Healthcare Technology. - Negin Ghahremani Arekhloo; Hossein Parvizi; Siming Zuo; Huxi Wang; Kianoush Nazarpour; Hadi Heidari (ICECS, 2023)

A Feasibility Study on Textile Electrodes for Transcutaneous Electrical Nerve Stimulation. - Wei Ju 003; Aidan McConnell-Trevillion; Sadeque Reza Khan; Kianoush Nazarpour; Srinjoy Mitra (NEWCAS, 2023)

Explainable and Robust Deep Forests for EMG-Force Modeling. - Xinyu Jiang; Kianoush Nazarpour; Chenyun Dai (IEEE J. Biomed. Health Informatics, 2023)

An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running. - Alireza Rezaie Zangene; Oluwarotimi Williams Samuel; Ali Abbasi 007; Alistair A. McEwan; Mojisola Grace Asogbon; Guanglin Li 001; Kianoush Nazarpour (Biomed. Signal Process. Control., 2023)

Real-Time Implementation of Spatial Convolutional Network to Control Myoelectric Prostheses. - Milad Jabbari; Hancong Wu; Kianoush Nazarpour (I2MTC, 2024)

Posture-invariant myoelectric control with self-calibrating random forests. - Xinyu Jiang; Chenfei Ma; Kianoush Nazarpour (Frontiers Neurorobotics, 2024)

Explainable AI-Powered Graph Neural Networks for HD EMG-Based Gesture Intention Recognition. - Silvia Maria Massa; Daniele Riboni; Kianoush Nazarpour (IEEE Trans. Consumer Electron., 2024)

Medium density EMG armband for gesture recognition. - Eisa Aghchehli; Milad Jabbari; Chenfei Ma; Matthew Dyson; Kianoush Nazarpour (Frontiers Neurorobotics, 2025)

Pre-training, personalization, and self-calibration: all a neural network-based myoelectric decoder needs. - Chenfei Ma; Xinyu Jiang; Kianoush Nazarpour (Frontiers Neurorobotics, 2025)