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Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification
Specifically, PSC is able to confidently classify the success of catching trials as early as 123 milliseconds before the first ball contact.
Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses
In this work, we introduce a novel method, based on a long short-term memory (LSTM) network, to continuously map forearm EMG activity onto hand kinematics.
Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data
The typical training strategy is to adjust their input-output behavior so that it matches that of the biological circuit of interest.
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