9 citations · 12 across the 5 of their papers we have counts for
5 papers
Multi-Domain Norm-referenced Encoding Enables Data Efficient Transfer Learning of Facial Expression Recognition
Michael Stettler, Alexander Lappe, Nick Taubert +1
People can innately recognize human facial expressions in unnatural forms, such as when depicted on the unusual faces drawn in cartoons or when applied to an animal's features. How…
Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification
Jana Lang, Martin A. Giese, Matthis Synofzik +2
Motor disturbances can affect the interaction with dynamic objects, such as catching a ball. A classification of clinical catching trials might give insight into the existence of p…
Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses
Alessandro Salatiello, Martin A. Giese
State-of-the-art motorized hand prostheses are endowed with actuators able to provide independent and proportional control of as many as six degrees of freedom (DOFs). The control…
Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data
Alessandro Salatiello, Martin A. Giese
Recurrent Neural Networks (RNNs) are popular models of brain function. The typical training strategy is to adjust their input-output behavior so that it matches that of the biologi…
A Unifying Framework for the Identification of Motor Primitives
Enrico Chiovetto, Andrea d'Avella, Martin Giese
A long-standing hypothesis in neuroscience is that the central nervous system accomplishes complex motor behaviors through the combination of a small number of motor primitives. Ma…