Publications

Identification of Spared and Proportionally Controllable Hand Motor Dimensions in Motor Complete Spinal Cord Injuries Using Latent Manifold Analysis

MyoGestic: EMG Interfacing Framework for Decoding Multiple Spared Degrees of Freedom of the Hand in Individuals with Neural Lesions

Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks

Bridging the Gap between Experimental Control and Ecological Validity in Human Sensorimotor Science

Analysis of Embedded GPU Architectures for AI in Neuromuscular Applications

Influence of Spatio-Temporal Filtering on Hand Kinematics Estimation from High-Density EMG Signals

Gaitmap---an Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking

Evaluation of GPU-centric Embedded Architectures in the Field of Neuromuscular EMG-based AI

Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography

Tpcp: Tiny Pipelines for Complex Problems - a Set of Framework Independent Helpers for Algorithms Development and Evaluation