Distance and mutual information methods for EMG feature and channel subset selection for classification of hand movements HM Al-Angari, G Kanitz, S Tarantino, C Cipriani Biomedical Signal Processing and Control 27, 24-31, 2016 | 98 | 2016 |
Classification of transient myoelectric signals for the control of multi-grasp hand prostheses G Kanitz, C Cipriani, BB Edin IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (9 …, 2018 | 55 | 2018 |
Decoding of individuated finger movements using surface EMG and input optimization applying a genetic algorithm GR Kanitz, C Antfolk, C Cipriani, F Sebelius, MC Carrozza 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 36 | 2011 |
Vector autoregressive hierarchical hidden Markov models for extracting finger movements using multichannel surface EMG signals N Malešević, D Marković, G Kanitz, M Controzzi, C Cipriani, C Antfolk Complexity 2018 (1), 9728264, 2018 | 34 | 2018 |
Decoding of individual finger movements from surface EMG signals using vector autoregressive hierarchical hidden Markov models (VARHHMM) N Malešević, D Marković, G Kanitz, M Controzzi, C Cipriani, C Antfolk 2017 International Conference on Rehabilitation Robotics (ICORR), 1518-1523, 2017 | 21 | 2017 |
The Effects of Weight and Inertia of the Prosthesis on the Sensitivity of Electromyographic Pattern Recognition in Relax State C Cipriani, M Controzzi, G Kanitz, Sassu, Rossella Journal of Prosthetics and Orthotics 24 (2), 86-92, 2012 | 21 | 2012 |
Compliant prosthetic wrists entail more natural use than stiff wrists during reaching, not (necessarily) during manipulation G Kanitz, F Montagnani, M Controzzi, C Cipriani IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (7 …, 2018 | 20 | 2018 |
Preliminary study on the influence of inertia and weight of the prosthesis on the EMG pattern recognition robustness C Cipriani, R Sassu, M Controzzi, G Kanitz, MC Carrozza Myoelectric Controls Symposium (MEC), 1620-1623, 2011 | 8 | 2011 |
Grasp force estimation from HD-EMG recordings with channel selection using elastic nets: preliminary study IJR Martinez, F Clemente, G Kanitz, A Mannini, AM Sabatini, C Cipriani 2018 7th IEEE International Conference on Biomedical Robotics and …, 2018 | 3 | 2018 |
Feature and channel selection using correlation based method for hand posture classification in multiple arm positions HM Al-Angari, G Kanitz, S Tarantino, J Rigosa, C Cipriani Replace, Repair, Restore, Relieve–Bridging Clinical and Engineering …, 2014 | 3 | 2014 |
A Simulation Study to Characterize the Effects of Frequency Modulation during Epidural Electrical Stimulation M Cempini, G Kanitz, M Capogrosso, S Raspopovic, S Micera Converging Clinical and Engineering Research on Neurorehabilitation, 533-537, 2013 | | 2013 |