Linear and nonlinear regression techniques for simultaneous and proportional myoelectric control JM Hahne, F Biessmann, N Jiang, H Rehbaum, D Farina, FC Meinecke, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (2 …, 2014 | 406 | 2014 |
Simultaneous control of multiple functions of bionic hand prostheses: Performance and robustness in end users JM Hahne, MA Schweisfurth, M Koppe, D Farina Science Robotics 3 (19), eaat3630, 2018 | 205 | 2018 |
Improving the robustness of myoelectric pattern recognition for upper limb prostheses by covariate shift adaptation MMC Vidovic, HJ Hwang, S Amsüss, JM Hahne, D Farina, KR Müller IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 (9 …, 2015 | 182 | 2015 |
User adaptation in myoelectric man-machine interfaces JM Hahne, M Markovic, D Farina Scientific reports 7 (1), 4437, 2017 | 127 | 2017 |
Concurrent adaptation of human and machine improves simultaneous and proportional myoelectric control JM Hahne, S Dähne, HJ Hwang, KR Müller, LC Parra IEEE Transactions on Neural Systems and Rehabilitation Engineering 23 (4 …, 2015 | 108 | 2015 |
Spatial filtering for robust myoelectric control JM Hahne, B Graimann, KR Muller IEEE Transactions on Biomedical Engineering 59 (5), 1436-1443, 2012 | 105 | 2012 |
Real-time robustness evaluation of regression based myoelectric control against arm position change and donning/doffing HJ Hwang, JM Hahne, KR Müller PloS one 12 (11), e0186318, 2017 | 69 | 2017 |
Relieving phantom limb pain with multimodal sensory-motor training AM De Nunzio, MA Schweisfurth, N Ge, D Falla, J Hahne, K Gödecke, ... Journal of neural engineering 15 (6), 066022, 2018 | 49 | 2018 |
Myoelectric control for upper limb prostheses C Igual, LA Pardo Jr, JM Hahne, J Igual Electronics 8 (11), 1244, 2019 | 48 | 2019 |
Simultaneous and proportional control of 2D wrist movements with myoelectric signals JM Hahne, H Rehbaum, F Biessmann, FC Meinecke, KR Müller, N Jiang, ... 2012 IEEE international workshop on machine learning for signal processing, 1-6, 2012 | 48 | 2012 |
Channel selection for simultaneous and proportional myoelectric prosthesis control of multiple degrees-of-freedom HJ Hwang, JM Hahne, KR Müller Journal of neural engineering 11 (5), 056008, 2014 | 46 | 2014 |
A novel percutaneous electrode implant for improving robustness in advanced myoelectric control JM Hahne, D Farina, N Jiang, D Liebetanz Frontiers in Neuroscience 10, 180896, 2016 | 36 | 2016 |
Adaptive auto-regressive proportional myoelectric control C Igual, J Igual, JM Hahne, LC Parra IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (2 …, 2019 | 35 | 2019 |
A classification method for myoelectric control of hand prostheses inspired by muscle coordination GK Patel, C Castellini, JM Hahne, D Farina, S Dosen IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (9 …, 2018 | 34 | 2018 |
Expectation maximization transfer learning and its application for bionic hand prostheses B Paaßen, A Schulz, J Hahne, B Hammer Neurocomputing 298, 122-133, 2018 | 33 | 2018 |
Longitudinal case study of regression-based hand prosthesis control in daily life JM Hahne, MA Wilke, M Koppe, D Farina, AF Schilling Frontiers in neuroscience 14, 480979, 2020 | 28 | 2020 |
Context-dependent adaptation improves robustness of myoelectric control for upper-limb prostheses GK Patel, JM Hahne, C Castellini, D Farina, S Dosen Journal of neural engineering 14 (5), 056016, 2017 | 22 | 2017 |
Covariate shift adaptation in EMG pattern recognition for prosthetic device control MMC Vidovic, LP Paredes, HJ Hwang, S Amsu, J Pahl, JM Hahne, ... 2014 36th annual international conference of the IEEE engineering in …, 2014 | 19 | 2014 |
Three-way analysis of spectrospatial electromyography data: Classification and interpretation JP Kauppi, J Hahne, KR Müller, A Hyvärinen PloS one 10 (6), e0127231, 2015 | 16 | 2015 |
A hybrid auricular control system: direct, simultaneous, and proportional myoelectric control of two degrees of freedom in prosthetic hands L Schmalfuss, J Hahne, D Farina, M Hewitt, A Kogut, W Doneit, M Reischl, ... Journal of neural engineering 15 (5), 056028, 2018 | 14 | 2018 |