Artificial neural network EMG classifier for functional hand grasp movements prediction

Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients

(2016) Maxwell D. Murphy et al.   Frontiers in Cellular Neuroscience

Effects of Brain-Computer Interface-controlled Functional Electrical Stimulation Training on Shoulder Subluxation for Patients with Stroke: A Randomized Controlled Trial

(2016) Yun Young Jang et al.   Occupational Therapy International

The Neural Correlates of Long-Term Carryover following Functional Electrical Stimulation for Stroke

(2016) Marta Gandolla et al.   NEURAL PLASTICITY

Comparative study of PCA in classification of multichannel EMG signals

(2015) P. Geethanjali   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

Cardinality as a highly descriptive feature in myoelectric pattern recognition for decoding motor volition

(2015) Max Ortiz-Catalan   Frontiers in Neuroscience

Movement Error Rate for Evaluation of Machine Learning Methods for sEMG-Based Hand Movement Classification

(2014) Arjan Gijsberts et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Re-thinking the role of motor cortex: Context-sensitive motor outputs?

(2014) Marta Gandolla et al.   NEUROIMAGE

Evidence of muscle synergies during human grasping

(2013) Claudio Castellini et al.   BIOLOGICAL CYBERNETICS

EMG-based pattern recognition approach in post stroke robot-aided rehabilitation: a feasibility study

(2013) Benedetta Cesqui et al.   Journal of NeuroEngineering and Rehabilitation

MUNDUS project: MUltimodal Neuroprosthesis for daily Upper limb Support

(2013) Alessandra Pedrocchi et al.   Journal of NeuroEngineering and Rehabilitation

EMG-Based Visual-Haptic Biofeedback: A Tool to Improve Motor Control in Children With Primary Dystonia

(2012) C. Casellato et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Relation between object properties and EMG during reaching to grasp

(2012) Nadine Fligge et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

Identification of EMG signals using discriminant analysis and SVM classifier

(2011) Ahmet Alkan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Simultaneous and Proportional Estimation of Hand Kinematics From EMG During Mirrored Movements at Multiple Degrees-of-Freedom

(2011) S. Muceli et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Subject-Specific Myoelectric Pattern Classification of Functional Hand Movements for Stroke Survivors

(2010) Sang Wook Lee et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Development and pilot testing of HEXORR: Hand EXOskeleton Rehabilitation Robot

(2010) Christopher N Schabowsky et al.   Journal of NeuroEngineering and Rehabilitation

Observation of Amounts of Movement Practice Provided During Stroke Rehabilitation

(2009) Catherine E. Lang et al.   ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION

Hand movement recognition based on biosignal analysis

(2009) Pawel Wojtczak et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Motor recovery after stroke: a systematic review

(2009) Peter Langhorne et al.   LANCET NEUROLOGY

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

Extracting Simultaneous and Proportional Neural Control Information for Multiple-DOF Prostheses From the Surface Electromyographic Signal

(2008) Ning Jiang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING