TY - CHAP AU - Konuralp Ilbay AU - Elif Derya Ubeyli AU - Gul Ilbay AU - Faik Budak ED - Hubert Cardot Y1 - 2011-02-09 PY - 2011 T1 - A New Application of Recurrent Neural Networks for EMG-based Diagnosis of Carpal Tunnel Syndrome N2 - The RNNs (Recurrent Neural Networks) are a general case of artificial neural networks where the connections are not feed-forward ones only. In RNNs, connections between units form directed cycles, providing an implicit internal memory. Those RNNs are adapted to problems dealing with signals evolving through time. Their internal memory gives them the ability to naturally take time into account. Valuable approximation results have been obtained for dynamical systems. BT - Recurrent Neural Networks for Temporal Data Processing SP - Ch. 3 UR - https://doi.org/10.5772/15209 DO - 10.5772/15209 SN - PB - IntechOpen CY - Rijeka Y2 - 2024-05-11 ER -