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Kianoush Nazarpour
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2020 – today
- 2024
- [j27]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): 4499-4506 (2024) - [c56]Milad Jabbari, Hancong Wu, Kianoush Nazarpour:
Real-Time Implementation of Spatial Convolutional Network to Control Myoelectric Prostheses. I2MTC 2024: 1-6 - 2023
- [j26]Alireza Rezaie Zangene
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): 105103 (2023) - [j25]Xinyu Jiang
Explainable and Robust Deep Forests for EMG-Force Modeling. IEEE J. Biomed. Health Informatics 27(6): 2841-2852 (2023) - [c55]Alireza Rezaie Zangene, Oluwarotimi Williams Samuel, Ali Abbasi, Kianoush Nazarpour, Alistair A. McEwan
An Attention-based Bidirectional LSTM Model for Continuous Cross-Subject Estimation of Knee Joint Angle during Running from sEMG Signals. EMBC 2023: 1-4 - [c54]Negin Ghahremani Arekhloo, Hossein Parvizi, Siming Zuo, Huxi Wang, Kianoush Nazarpour, Hadi Heidari:
Investigating the Advantages of Magnetomyography in Assistive Healthcare Technology. ICECS 2023: 1-4 - [c53]Wei Ju
A Feasibility Study on Textile Electrodes for Transcutaneous Electrical Nerve Stimulation. NEWCAS 2023: 1-5 - 2022
- [j24]Katarzyna Szymaniak, Agamemnon Krasoulis, Kianoush Nazarpour:
Recalibration of myoelectric control with active learning. Frontiers Neurorobotics 16 (2022) - [j23]Rasoul Ameri, Ali Alameer
Labeled projective dictionary pair learning: application to handwritten numbers recognition. Inf. Sci. 609: 489-506 (2022) - [c52]Negin Ghahremani Arekhloo, Siming Zuo, Huxi Wang
Investigating the Volume Conduction Effect in MMG and EMG during Action Potential Recording. ICECS 2022 2022: 1-4 - 2021
- [j22]Hannah Jones, Sigrid S. G. Dupan, Matthew Dyson, Agamemnon Krasoulis, Laurence P. J. Kenney, Margaret Donovan-Hall
Co-creation and User Perspectives for Upper Limb Prosthetics. Frontiers Neurorobotics 15: 689717 (2021) - [j21]Rami N. Khushaba
Decoding HD-EMG Signals for Myoelectric Control - How Small Can the Analysis Window Size be? IEEE Robotics Autom. Lett. 6(4): 8569-8574 (2021) - [j20]Hancong Wu
Arduino-Based Myoelectric Control: Towards Longitudinal Study of Prosthesis Use. Sensors 21(3): 763 (2021) - [j19]Rinku Roy
An Electro-Oculogram Based Vision System for Grasp Assistive Devices - A Proof of Concept Study. Sensors 21(13): 4515 (2021) - [j18]Alireza Rezaie Zangene
Estimation of Lower Limb Kinematics during Squat Task in Different Loading Using sEMG Activity and Deep Recurrent Neural Networks. Sensors 21(23): 7773 (2021) - [c51]Milad Jabbari
Combined Dynamic Time Warping and Spatiotemporal Attention for Myoelectric Control. EMBC 2021: 5940-5943 - [c50]Simon A. Stuttaford
Long-Term Myoelectric Training with Delayed Feedback in the Home Environment. EMBC 2021: 6437-6440 - [c49]Maria Cerezo Sanchez
Flexible Piezoelectric Sensors for Miniaturized Sonomyography. EMBC 2021: 7373-7376 - [c48]Coen Arrow
Prosthesis Control Using Spike Rate Coding in the Retina Photoreceptor Cells. ISCAS 2021: 1-5 - [i4]Siming Zuo, Kianoush Nazarpour, Dario Farina, Philip Broser, Hadi Heidari:
Modelling and Analysis of Magnetic Fields from Skeletal Muscle for Valuable Physiological Measurements. CoRR abs/2104.02036 (2021) - 2020
- [j17]Ali Alameer
Objects and scenes classification with selective use of central and peripheral image content. J. Vis. Commun. Image Represent. 66: 102698 (2020) - [j16]Kianoush Nazarpour
A more human prosthetic hand. Sci. Robotics 5(46): 9341 (2020) - [j15]Siming Zuo
Ultrasensitive Magnetoelectric Sensing System for Pico-Tesla MagnetoMyoGraphy. IEEE Trans. Biomed. Circuits Syst. 14(5): 971-984 (2020) - [j14]Ian Williams
SenseBack - An Implantable System for Bidirectional Neural Interfacing. IEEE Trans. Biomed. Circuits Syst. 14(5): 1079-1087 (2020) - [c47]Sigrid S. G. Dupan
Intramuscular EMG For Abstract Myoelectric Control: A Proof Of Concept Study. EMBC 2020: 3277-3280 - [c46]Milad Jabbari
EMG-Based Hand Gesture Classification with Long Short-Term Memory Deep Recurrent Neural Networks. EMBC 2020: 3302-3305 - [c45]Siming Zuo
Integrated Pico-Tesla Resolution Magnetoresistive Sensors for Miniaturised Magnetomyography. EMBC 2020: 3415-3419 - [c44]Simon A. Stuttaford
Automatic Myoelectric Control Site Detection Using Candid Covariance-Free Incremental Principal Component Analysis. EMBC 2020: 3497-3500 - [c43]Sigrid S. G. Dupan
Temporal Modulation of Transcutaneous Electrical Nerve Stimulation Influences Sensory Perception. EMBC 2020: 3885-3888 - [c42]Coen Arrow
Live Demonstration: Prosthesis Control Using a Real-Time Retina Cell Network Simulator. ICECS 2020: 1-2 - [c41]Rinku Roy, Kianoush Nazarpour:
A low-cost Raspberry PI-based vision system for upper-limb prosthetics. ICECS 2020: 1-4 - [c40]Carolina Silveira, Emma Brunton, Enrique Escobedo-Cousin
W: Ti Intraneural Flexible Electrode for Acute Peripheral Nerve Stimulation Studies. ICECS 2020: 1-4 - [c39]Hancong Wu, Matthew Dyson, Kianoush Nazarpour:
Arduino-based embedded system for myoelectric hand prostheses. ICECS 2020: 1-4 - [c38]Hancong Wu, Matthew Dyson, Kianoush Nazarpour:
Real-time myoelectric control with an Arduino. ICECS 2020: 1-2 - [c37]Siming Zuo
High-Precision Biomagnetic Measurement System Based on Tunnel Magneto-Resistive Effect. ICECS 2020: 1-4 - [i3]Rasool Ameri, Saideh Ferdowsi, Ali Alameer, Vahid Abolghasemi, Kianoush Nazarpour:
Classification of the Chinese Handwritten Numbers with Supervised Projective Dictionary Pair Learning. CoRR abs/2003.11700 (2020)
2010 – 2019
- 2019
- [c36]Ian Williams, Adrien Rapeaux
SenseBack - Implant considerations for an implantable neural stimulation and recording device. BioCAS 2019: 1-4 - [c35]Siming Zuo
A CMOS Analog Front-End for Tunnelling Magnetoresistive Spintronic Sensing Systems. ISCAS 2019: 1-5 - [i2]Ghazal Ghazaei, Federico Tombari, Nassir Navab, Kianoush Nazarpour:
Grasp Type Estimation for Myoelectric Prostheses using Point Cloud Feature Learning. CoRR abs/1908.02564 (2019) - 2018
- [j13]Yubo Wang, Sivanagaraja Tatinati
Multi-Step Prediction of Physiological Tremor With Random Quaternion Neurons for Surgical Robotics Applications. IEEE Access 6: 42216-42226 (2018) - [j12]Vahid Abolghasemi
Incoherent Dictionary Pair Learning: Application to a Novel Open-Source Database of Chinese Numbers. IEEE Signal Process. Lett. 25(4): 472-476 (2018) - [c34]Ghazal Ghazaei, Iro Laina, Christian Rupprecht, Federico Tombari, Nassir Navab, Kianoush Nazarpour:
Dealing with Ambiguity in Robotic Grasping via Multiple Predictions. ACCV (4) 2018: 38-55 - [c33]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: 1214-1217 - [c32]Rami N. Khushaba
Spatio-Temporal Inertial Measurements Feature Extraction Improves Hand Movement Pattern Recognition without Electromyography. EMBC 2018: 2108-2111 - [c31]Matthew Dyson, Kianoush Nazarpour:
Abstract Decoding using Bayesian Muscle Activation Estimators. EMBC 2018: 2112-2115 - [c30]Hadi Heidari
CMOS Magnetic Sensors for Wearable Magnetomyography. EMBC 2018: 2116-2119 - [c29]Carolina Silveira, Emma Brunton, Sally Spendiff
Positioning the Nerve Cuff Distally on the Sciatic Nerve Improves the Classification of Ankle-Movement Proprioceptive ENG Signals. EMBC 2018: 2430-2433 - [c28]Carolina Silveira, Emma Brunton, Rami N. Khushaba
Evaluation of Time-Domain Features of Sensory ENG Signals. EMBC 2018: 2438-2441 - [c27]Adrien Rapeaux
Preliminary Study of Time to Recovery of Rat Sciatic Nerve from High Frequency Alternating Current Nerve Block. EMBC 2018: 2671-2674 - [c26]Matthew Dyson, Kianoush Nazarpour:
Data Driven Spatial Filtering Can Enhance Abstract Myoelectric Control in Amputees. EMBC 2018: 3770-3773 - [c25]Agamemnon Krasoulis, Sethu Vijayakumar, Kianoush Nazarpour:
Continuous Versus Discrete Simultaneous Control of Prosthetic Fingers. EMBC 2018: 3774-3777 - [i1]Ghazal Ghazaei, Iro Laina, Christian Rupprecht, Federico Tombari, Nassir Navab, Kianoush Nazarpour:
Dealing with Ambiguity in Robotic Grasping via Multiple Predictions. CoRR abs/1811.00793 (2018) - 2017
- [j11]Sivanagaraja Tatinati
Multidimensional Modeling of Physiological Tremor for Active Compensation in Handheld Surgical Robotics. IEEE Trans. Ind. Electron. 64(2): 1645-1655 (2017) - [c24]Kabita Adhikari, Sivanagaraja Tatinati
Real-time physiological tremor estimation using recursive singular spectrum analysis. EMBC 2017: 3202-3205 - [c23]Ali Alameer, Patrick Degenaar, Kianoush Nazarpour:
Processing occlusions using elastic-net hierarchical MAX model of the visual cortex. INISTA 2017: 163-167 - [c22]Matthew Dyson
Abstract myoelectric control with EMG drive estimated using linear, kurtosis and Bayesian filtering. NER 2017: 54-57 - [c21]Emma Brunton
Identification of sensory information in mixed nerves using multi-channel cuff electrodes for closed loop neural prostheses. NER 2017: 391-394 - [c20]Agamemnon Krasoulis
Use of regularized discriminant analysis improves myoelectric hand movement classification. NER 2017: 395-398 - 2016
- [j10]Rami N. Khushaba
Combined influence of forearm orientation and muscular contraction on EMG pattern recognition. Expert Syst. Appl. 61: 154-161 (2016) - [j9]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): 1062-1066 (2016) - [j8]Kabita Adhikari, Sivanagaraja Tatinati
A Quaternion Weighted Fourier Linear Combiner for Modeling Physiological Tremor. IEEE Trans. Biomed. Eng. 63(11): 2336-2346 (2016) - [c19]Iris Kyranou, Agamemnon Krasoulis
Real-time classification of multi-modal sensory data for prosthetic hand control. BioRob 2016: 536-541 - [c18]Cassim Ladha, Silvia Del Din
Toward a low-cost gait analysis system for clinical and free-living assessment. EMBC 2016: 1874-1877 - [c17]Jessica Barnes, Matthew Dyson
Comparison of hand and forearm muscle pairs in controlling of a novel myoelectric interface. SMC 2016: 2846-2849 - [c16]Emma Brunton
Multichannel cuff electrodes for peripheral nerve stimulation and recording. SMC 2016: 3223-3227 - [c15]Silvia Del Din
Accelerometer-based gait assessment: Pragmatic deployment on an international scale. SSP 2016: 1-5 - 2015
- [c14]Agamemnon Krasoulis
Towards low-dimensionsal proportional myoelectric control. EMBC 2015: 7155-7158 - [c13]Agamemnon Krasoulis
Evaluation of regression methods for the continuous decoding of finger movement from surface EMG and accelerometry. NER 2015: 631-634 - [c12]Kabita Adhikari, Sivanagaraja Tatinati
Modeling 3D tremor signals with a quaternion weighted Fourier Linear Combiner. NER 2015: 799-802 - 2014
- [c11]Agamemnon Krasoulis
Generalizability of EMG decoding using local field potentials. EMBC 2014: 1630-1633 - [c10]Sivanagaraja Tatinati
Real-time prediction of respiratory motion traces for radiotherapy with ensemble learning. EMBC 2014: 4204-4207 - 2013
- [j7]Saeid Sanei, Saideh Ferdowsi, Kianoush Nazarpour
Advances in Electroencephalography Signal Processing [Life Sciences]. IEEE Signal Process. Mag. 30(1): 170-176 (2013) - [c9]Tobias Pistohl, Andrew Jackson
Artificial proprioception for myoelectric control. EMBC 2013: 1595-1598 - [c8]Tobias Pistohl, Christian Cipriani, Andrew Jackson
Adapting proportional myoelectric-controlled interfaces for prosthetic hands. EMBC 2013: 6195-6198 - 2012
- [j6]Kianoush Nazarpour
EMG Prediction From Motor Cortical Recordings via a Nonnegative Point-Process Filter. IEEE Trans. Biomed. Eng. 59(7): 1829-1838 (2012) - 2010
- [j5]Foad Ghaderi, Kianoush Nazarpour
Removal of Ballistocardiogram Artifacts Using the Cyclostationary Source Extraction Method. IEEE Trans. Biomed. Eng. 57(11): 2667-2676 (2010)
2000 – 2009
- 2009
- [j4]Kianoush Nazarpour, Peter Praamstra, R. Chris Miall, Saeid Sanei:
Steady-State Movement Related Potentials for Brain-Computer Interfacing. IEEE Trans. Biomed. Eng. 56(8): 2104-2113 (2009) - [c7]A. Kosma, Kianoush Nazarpour
Removal of ballistocardiogram artifact from electroencephalograms exploiting heart rate variability. DPS 2009: 1-4 - 2008
- [j3]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) - [j2]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): 2221-2231 (2008) - [c6]Rhonira Latif, Saeid Sanei, Kianoush Nazarpour
Classification of Elbow Electormyography Signals based on Directed Transfer Functions. BMEI (2) 2008: 371-374 - [c5]Thato Tsalaile, Syed M. Naqvi
Blind source extraction of heart sound signals from lung sound recordings exploiting periodicity of the heart sound. ICASSP 2008: 461-464 - 2007
- [j1]Kianoush Nazarpour
Application of Higher Order Statistics to Surface Electromyogram Signal Classification. IEEE Trans. Biomed. Eng. 54(10): 1762-1769 (2007) - [c4]Kianoush Nazarpour
A Novel Semi-Blind Signal Extraction Approach Incorporating Parafac for the Removal of Eye-Blink Artifact from EEGs. DSP 2007: 127-130 - 2006
- [c3]Kianoush Nazarpour, Saeid Sanei, Leor Shoker, Jonathon A. Chambers:
Parallel space-time-frequency decomposition of EEG signals for brain computer interfacing. EUSIPCO 2006: 1-4 - [c2]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: 1-4 - 2005
- [c1]Alireza Khadivi, Kianoush Nazarpour, Hamid Soltanian-Zadeh
SEMG classification for upper-limb prosthesis control using higher order statistics. ICASSP (5) 2005: 385-388
Coauthor Index
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