Electrocardiograms (ECG) are the primary basis for diagnosis of cardiovascular diseases. However, due to large volume patients’ ECG data, manual is time-consuming and laborious. Therefore, intelligent automatic signal classification an important technique overcoming shortage medical resources. This paper proposes a novel model inter-patient heartbeat classification, named G2-ResNeXt, which adds...

Human-movement recognition is a novel challenge in soft robotics. In recent years, there have been several attempts to develop wearable devices for supporting human-robot interfaces. Many algorithms and programming languages are available integrate device with robot. One such promising algorithm reservoir computing (RC), which includes of group recurrently randomly connected nodes. The RC model...

Most theoretical or applied research on repeated games with imperfect monitoring has restricted attention to public strategies ; strategies that only depend on history of publicly observable signals, and perfect public equilibria (PPE); sequential equilibria in public strategies. The present paper sheds light on the role of private strategies ; strategies that depend on players’ own actions in ...