Kianoush Nazarpour

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 66

Top Topics

Intention Recognition

Spatial Filtering

Top Venues

Publications

Silvia Maria Massa, Daniele Riboni, Kianoush Nazarpour
Explainable AI-Powered Graph Neural Networks for HD EMG-Based Gesture Intention Recognition. IEEE Trans. Consumer Electron. 70 (1) (2024)
Milad Jabbari, Hancong Wu, Kianoush Nazarpour
Real-Time Implementation of Spatial Convolutional Network to Control Myoelectric Prostheses. I2MTC (2024)
Wei Ju, Aidan McConnell-Trevillion, Sadeque Reza Khan, Kianoush Nazarpour, Srinjoy Mitra
A Feasibility Study on Textile Electrodes for Transcutaneous Electrical Nerve Stimulation. NEWCAS (2023)
Alireza Rezaie Zangene, Oluwarotimi Williams Samuel, Ali Abbasi, Alistair A. McEwan, Mojisola Grace Asogbon, Guanglin Li, Kianoush Nazarpour
An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running. Biomed. Signal Process. Control. 86 (Part B) (2023)
Negin Ghahremani Arekhloo, Hossein Parvizi, Siming Zuo, Huxi Wang, Kianoush Nazarpour, Hadi Heidari
Investigating the Advantages of Magnetomyography in Assistive Healthcare Technology. ICECS (2023)
Alireza Rezaie Zangene, Oluwarotimi Williams Samuel, Ali Abbasi, Kianoush Nazarpour, Alistair A. McEwan, Guanglin Li
An Attention-based Bidirectional LSTM Model for Continuous Cross-Subject Estimation of Knee Joint Angle during Running from sEMG Signals. EMBC (2023)
Xinyu Jiang, Kianoush Nazarpour, Chenyun Dai
Explainable and Robust Deep Forests for EMG-Force Modeling. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Rasoul Ameri, Ali Alameer, Saideh Ferdowsi, Kianoush Nazarpour, Vahid Abolghasemi
Labeled projective dictionary pair learning: application to handwritten numbers recognition. Inf. Sci. 609 (2022)
Katarzyna Szymaniak, Agamemnon Krasoulis, Kianoush Nazarpour
Recalibration of myoelectric control with active learning. Frontiers Neurorobotics 16 (2022)
Negin Ghahremani Arekhloo, Siming Zuo, Huxi Wang, Muhammad Imran, Thomas Klotz, Kianoush Nazarpour, Hadi Heidari
Investigating the Volume Conduction Effect in MMG and EMG during Action Potential Recording. ICECS 2022 (2022)
Alireza Rezaie Zangene, Ali Abbasi, Kianoush Nazarpour
Estimation of Lower Limb Kinematics during Squat Task in Different Loading Using sEMG Activity and Deep Recurrent Neural Networks. Sensors 21 (23) (2021)
Siming Zuo, Kianoush Nazarpour, Dario Farina, Philip Broser, Hadi Heidari
Modelling and Analysis of Magnetic Fields from Skeletal Muscle for Valuable Physiological Measurements. CoRR (2021)
Hancong Wu, Matthew Dyson, Kianoush Nazarpour
Arduino-Based Myoelectric Control: Towards Longitudinal Study of Prosthesis Use. Sensors 21 (3) (2021)
Rinku Roy, Manjunatha Mahadevappa, Kianoush Nazarpour
An Electro-Oculogram Based Vision System for Grasp Assistive Devices - A Proof of Concept Study. Sensors 21 (13) (2021)
Milad Jabbari, Rami N. Khushaba, Kianoush Nazarpour
Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control. EMBC (2021)
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
Co-creation and User Perspectives for Upper Limb Prosthetics. Frontiers Neurorobotics 15 (2021)
Coen Arrow, Hancong Wu, Seungbum Baek, Herbert H. C. Iu, Kianoush Nazarpour, Jason Kamran Eshraghian
Prosthesis Control Using Spike Rate Coding in the Retina Photoreceptor Cells. ISCAS (2021)
Maria Cerezo Sanchez, Siming Zuo, Alexandru Moldovan, Sandy Cochran, Kianoush Nazarpour, Hadi Heidari
Flexible Piezoelectric Sensors for Miniaturized Sonomyography. EMBC (2021)
Rami N. Khushaba, Kianoush Nazarpour
Decoding HD-EMG Signals for Myoelectric Control - How Small Can the Analysis Window Size be? IEEE Robotics Autom. Lett. 6 (4) (2021)
Simon A. Stuttaford, Sigrid S. G. Dupan, Kianoush Nazarpour, Matthew Dyson
Long-Term Myoelectric Training with Delayed Feedback in the Home Environment. EMBC (2021)
Hancong Wu, Matthew Dyson, Kianoush Nazarpour
Arduino-based embedded system for myoelectric hand prostheses. ICECS (2020)
Ian Williams, Emma Brunton, Adrien Rapeaux, Yan Liu, Song Luan, Kianoush Nazarpour, Timothy G. Constandinou
SenseBack - An Implantable System for Bidirectional Neural Interfacing. IEEE Trans. Biomed. Circuits Syst. 14 (5) (2020)
Kianoush Nazarpour
A more human prosthetic hand. Sci. Robotics 5 (46) (2020)
Hancong Wu, Matthew Dyson, Kianoush Nazarpour
Real-time myoelectric control with an Arduino. ICECS (2020)
Sigrid S. G. Dupan, Zachary McNeill, Emma Brunton, Kianoush Nazarpour
Temporal Modulation of Transcutaneous Electrical Nerve Stimulation Influences Sensory Perception. EMBC (2020)
Siming Zuo, Kianoush Nazarpour, Hadi Heidari
High-Precision Biomagnetic Measurement System Based on Tunnel Magneto-Resistive Effect. ICECS (2020)
Siming Zuo, Julius Schmalz, Mesut-Ömür Özden, Martina Gerken, Jingxiang Su, Florian Niekiel, Fabian Lofink, Kianoush Nazarpour, Hadi Heidari
Ultrasensitive Magnetoelectric Sensing System for Pico-Tesla MagnetoMyoGraphy. IEEE Trans. Biomed. Circuits Syst. 14 (5) (2020)
Ali Alameer, Patrick Degenaar, Kianoush Nazarpour
Objects and scenes classification with selective use of central and peripheral image content. J. Vis. Commun. Image Represent. 66 (2020)
Rinku Roy, Kianoush Nazarpour
A low-cost Raspberry PI-based vision system for upper-limb prosthetics. ICECS (2020)
Milad Jabbari, Rami N. Khushaba, Kianoush Nazarpour
EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks. EMBC (2020)
Sigrid S. G. Dupan, Agamemnon Krasoulis, Kianoush Nazarpour
Intramuscular EMG For Abstract Myoelectric Control: A Proof Of Concept Study. EMBC (2020)
Carolina Silveira, Emma Brunton, Enrique Escobedo-Cousin, Gaurav Gupta, Roger Whittaker, Anthony O'Neill, Kianoush Nazarpour
W: Ti Intraneural Flexible Electrode for Acute Peripheral Nerve Stimulation Studies. ICECS (2020)
Rasool Ameri, Saideh Ferdowsi, Ali Alameer, Vahid Abolghasemi, Kianoush Nazarpour
Classification of the Chinese Handwritten Numbers with Supervised Projective Dictionary Pair Learning. CoRR (2020)
Siming Zuo, Kianoush Nazarpour, Tim Böhnert, Elvira Paz, Paulo P. Freitas, Ricardo Ferreira, Hadi Heidari
Integrated Pico-Tesla Resolution Magnetoresistive Sensors for Miniaturised Magnetomyography. EMBC (2020)
Simon A. Stuttaford, Agamemnon Krasoulis, Sigrid S. G. Dupan, Kianoush Nazarpour, Matthew Dyson
Automatic Myoelectric Control Site Detection Using Candid Covariance-Free Incremental Principal Component Analysis. EMBC (2020)
Coen Arrow, Jason Kamran Eshraghian, Hancong Wu, Seungbum Baek, Herbert H. C. Iu, Kianoush Nazarpour
Live Demonstration: Prosthesis Control Using a Real-Time Retina Cell Network Simulator. ICECS (2020)
Siming Zuo, Hua Fan, Kianoush Nazarpour, Hadi Heidari
A CMOS Analog Front-End for Tunnelling Magnetoresistive Spintronic Sensing Systems. ISCAS (2019)
Ian Williams, Adrien Rapeaux, Jack Pearson, Kianoush Nazarpour, Emma Brunton, Song Luan, Yan Liu, Timothy G. Constandinou
SenseBack - Implant considerations for an implantable neural stimulation and recording device. BioCAS (2019)
Ghazal Ghazaei, Federico Tombari, Nassir Navab, Kianoush Nazarpour
Grasp Type Estimation for Myoelectric Prostheses using Point Cloud Feature Learning. CoRR (2019)
Carolina Silveira, Emma Brunton, Rami N. Khushaba, Kianoush Nazarpour
Evaluation of Time-Domain Features of Sensory ENG Signals. EMBC (2018)
Yubo Wang, Sivanagaraja Tatinati, Kabita Adhikari, Liyu Huang, Kianoush Nazarpour, Wei Tech Ang, Kalyana C. Veluvolu
Multi-Step Prediction of Physiological Tremor With Random Quaternion Neurons for Surgical Robotics Applications. IEEE Access 6 (2018)
Emma Brunton, Carolina Silveira, John Riddell, Kianoush Nazarpour
Recovery of the Response of Sensory Fibers to the Second of a Pair of Peripheral Nerve Stimuli. EMBC (2018)
Matthew Dyson, Kianoush Nazarpour
Abstract Decoding using Bayesian Muscle Activation Estimators. EMBC (2018)
Matthew Dyson, Kianoush Nazarpour
Data Driven Spatial Filtering Can Enhance Abstract Myoelectric Control in Amputees. EMBC (2018)
Ghazal Ghazaei, Iro Laina, Christian Rupprecht, Federico Tombari, Nassir Navab, Kianoush Nazarpour
Dealing with Ambiguity in Robotic Grasping via Multiple Predictions. CoRR (2018)
Rami N. Khushaba, Agamemnon Krasoulis, Adel Al-Jumaily, Kianoush Nazarpour
Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. EMBC (2018)
Adrien Rapeaux, Emma Brunton, Kianoush Nazarpour, Timothy G. Constandinou
Preliminary Study of Time to Recovery of Rat Sciatic Nerve from High Frequency Alternating Current Nerve Block. EMBC (2018)
Ghazal Ghazaei, Iro Laina, Christian Rupprecht, Federico Tombari, Nassir Navab, Kianoush Nazarpour
Dealing with Ambiguity in Robotic Grasping via Multiple Predictions. ACCV (4) (2018)
Hadi Heidari, Siming Zuo, Agamemnon Krasoulis, Kianoush Nazarpour
CMOS Magnetic Sensors for Wearable Magnetomyography. EMBC (2018)
Agamemnon Krasoulis, Sethu Vijayakumar, Kianoush Nazarpour
Continuous Versus Discrete Simultaneous Control of Prosthetic Fingers. EMBC (2018)
Carolina Silveira, Emma Brunton, Sally Spendiff, Kianoush Nazarpour
Positioning the Nerve Cuff Distally on the Sciatic Nerve Improves the Classification of Ankle-Movement Proprioceptive ENG Signals. EMBC (2018)
Vahid Abolghasemi, Mingyang Chen, Ali Alameer, Saideh Ferdowsi, Jonathon A. Chambers, Kianoush Nazarpour
Incoherent Dictionary Pair Learning: Application to a Novel Open-Source Database of Chinese Numbers. IEEE Signal Process. Lett. 25 (4) (2018)
Sivanagaraja Tatinati, Kianoush Nazarpour, Wei Tech Ang, Kalyana C. Veluvolu
Multidimensional Modeling of Physiological Tremor for Active Compensation in Handheld Surgical Robotics. IEEE Trans. Ind. Electron. 64 (2) (2017)
Emma Brunton, Christoph W. Blau, Carolina Silveira, Kianoush Nazarpour
Identification of sensory information in mixed nerves using multi-channel cuff electrodes for closed loop neural prostheses. NER (2017)
Kabita Adhikari, Sivanagaraja Tatinati, Kalyana C. Veluvolu, Jonathon A. Chambers, Kianoush Nazarpour
Real-time physiological tremor estimation using recursive singular spectrum analysis. EMBC (2017)
Ali Alameer, Patrick Degenaar, Kianoush Nazarpour
Processing occlusions using elastic-net hierarchical MAX model of the visual cortex. INISTA (2017)
Agamemnon Krasoulis, Kianoush Nazarpour, Sethu Vijayakumar
Use of regularized discriminant analysis improves myoelectric hand movement classification. NER (2017)
Matthew Dyson, Jessica Barnes, Kianoush Nazarpour
Abstract myoelectric control with EMG drive estimated using linear, kurtosis and Bayesian filtering. NER (2017)
Cassim Ladha, Silvia Del Din, Kianoush Nazarpour, Aodhán Hickey, Rosie Morris, Michael Catt, Lynn Rochester, Alan Godfrey
Toward a low-cost gait analysis system for clinical and free-living assessment. EMBC (2016)
Jessica Barnes, Matthew Dyson, Kianoush Nazarpour
Comparison of hand and forearm muscle pairs in controlling of a novel myoelectric interface. SMC (2016)
Kabita Adhikari, Sivanagaraja Tatinati, Wei Tech Ang, Kalyana C. Veluvolu, Kianoush Nazarpour
A Quaternion Weighted Fourier Linear Combiner for Modeling Physiological Tremor. IEEE Trans. Biomed. Eng. 63 (11) (2016)
Emma Brunton, Christoph W. Blau, Kianoush Nazarpour
Multichannel cuff electrodes for peripheral nerve stimulation and recording. SMC (2016)
Rami N. Khushaba, Ali Al-Timemy, Sarath Kodagoda, Kianoush Nazarpour
Combined influence of forearm orientation and muscular contraction on EMG pattern recognition. Expert Syst. Appl. 61 (2016)
Iris Kyranou, Agamemnon Krasoulis, Mustafa Suphi Erden, Kianoush Nazarpour, Sethu Vijayakumar
Real-time classification of multi-modal sensory data for prosthetic hand control. BioRob (2016)
Silvia Del Din, Aodhán Hickey, Simon Woodman, Hugo Hiden, Rosie Morris, Paul Watson, Kianoush Nazarpour, Michael Catt, Lynn Rochester, Alan Godfrey
Accelerometer-based gait assessment: Pragmatic deployment on an international scale. SSP (2016)
Ali Alameer, Ghazal Ghazaei, Patrick Degenaar, Jonathon A. Chambers, Kianoush Nazarpour
Object Recognition With an Elastic Net-Regularized Hierarchical MAX Model of the Visual Cortex. IEEE Signal Process. Lett. 23 (8) (2016)
Agamemnon Krasoulis, Kianoush Nazarpour, Sethu Vijayakumar
Towards low-dimensionsal proportional myoelectric control. EMBC (2015)
Kabita Adhikari, Sivanagaraja Tatinati, Kalyana C. Veluvolu, Kianoush Nazarpour
Modeling 3D tremor signals with a quaternion weighted Fourier Linear Combiner. NER (2015)
Agamemnon Krasoulis, Sethu Vijayakumar, Kianoush Nazarpour
Evaluation of regression methods for the continuous decoding of finger movement from surface EMG and accelerometry. NER (2015)
Sivanagaraja Tatinati, Kalyana C. Veluvolu, Sun-Mog Hong, Kianoush Nazarpour
Real-time prediction of respiratory motion traces for radiotherapy with ensemble learning. EMBC (2014)
Agamemnon Krasoulis, Thomas M. Hall, Sethu Vijayakumar, Andrew Jackson, Kianoush Nazarpour
Generalizability of EMG decoding using local field potentials. EMBC (2014)
Tobias Pistohl, Andrew Jackson, Ganesh Gowrishankar, Deepak Joshi, Kianoush Nazarpour
Artificial proprioception for myoelectric control. EMBC (2013)
Saeid Sanei, Saideh Ferdowsi, Kianoush Nazarpour, Andrzej Cichocki
Advances in Electroencephalography Signal Processing [Life Sciences]. IEEE Signal Process. Mag. 30 (1) (2013)
Tobias Pistohl, Christian Cipriani, Andrew Jackson, Kianoush Nazarpour
Adapting proportional myoelectric-controlled interfaces for prosthetic hands. EMBC (2013)
Kianoush Nazarpour, Christian Ethier, Liam Paninski, James M. Rebesco, R. Chris Miall, Lee E. Miller
EMG Prediction From Motor Cortical Recordings via a Nonnegative Point-Process Filter. IEEE Trans. Biomed. Eng. 59 (7) (2012)
Foad Ghaderi, Kianoush Nazarpour, John G. McWhirter, Saeid Sanei
Removal of Ballistocardiogram Artifacts Using the Cyclostationary Source Extraction Method. IEEE Trans. Biomed. Eng. 57 (11) (2010)
Kianoush Nazarpour, Peter Praamstra, R. Chris Miall, Saeid Sanei
Steady-State Movement Related Potentials for Brain-Computer Interfacing. IEEE Trans. Biomed. Eng. 56 (8) (2009)
A. Kosma, Kianoush Nazarpour, Saeid Sanei
Removal of ballistocardiogram artifact from electroencephalograms exploiting heart rate variability. DPS (2009)
Thato Tsalaile, Syed M. Naqvi, Kianoush Nazarpour, Saeid Sanei, Jonathon A. Chambers
Blind source extraction of heart sound signals from lung sound recordings exploiting periodicity of the heart sound. ICASSP (2008)
Kianoush Nazarpour, Hamid Reza Mohseni, Christian W. Hesse, Jonathon A. Chambers, Saeid Sanei
A Novel Semiblind Signal Extraction Approach for the Removal of Eye-Blink Artifact from EEGs. EURASIP J. Adv. Signal Process. 2008 (2008)
Kianoush Nazarpour, Yodchanan Wongsawat, Saeid Sanei, Jonathon A. Chambers, Soontorn Oraintara
Removal of the Eye-Blink Artifacts From EEGs via STF-TS Modeling and Robust Minimum Variance Beamforming. IEEE Trans. Biomed. Eng. 55 (9) (2008)
Rhonira Latif, Saeid Sanei, Kianoush Nazarpour
Classification of Elbow Electormyography Signals based on Directed Transfer Functions. BMEI (2) (2008)
Kianoush Nazarpour, Ahmad R. Sharafat, Seyed Mohammad P. Firoozabadi
Application of Higher Order Statistics to Surface Electromyogram Signal Classification. IEEE Trans. Biomed. Eng. 54 (10) (2007)
Kianoush Nazarpour, Saeid Sanei, Jonathon A. Chambers
A Novel Semi-Blind Signal Extraction Approach Incorporating Parafac for the Removal of Eye-Blink Artifact from EEGs. DSP (2007)
Leor Shoker, Saeid Sanei, Kianoush Nazarpour, Alex Sumich
A novel space-time-frequency masking approach for quantification of EEG source propagation with an application to brain computer interfacing. EUSIPCO (2006)
Kianoush Nazarpour, Saeid Sanei, Leor Shoker, Jonathon A. Chambers
Parallel space-time-frequency decomposition of EEG signals for brain computer interfacing. EUSIPCO (2006)
Alireza Khadivi, Kianoush Nazarpour, Hamid Soltanian-Zadeh
SEMG classification for upper-limb prosthesis control using higher order statistics. ICASSP (5) (2005)