BRAIN-MACHINE INTERFACE BASED ON TRANSFER-LEARNING FOR DETECTING THE APPEARANCE OF OBSTACLES DURING EXOSKELETON-ASSISTED WALKING

Brain-machine interface based on transfer-learning for detecting the appearance of obstacles during exoskeleton-assisted walking

IntroductionBrain-machine interfaces (BMIs) attempt to establish communication between the user and the device to be controlled.BMIs have great challenges to face in order to design a robust control in the real field of application.The artifacts, high volume of training data, and non-stationarity of the signal of EEG-based interfaces are challenges

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Dipeptidyl peptidase IV inhibitor-associated bullous pemphigoid: a recently recognized autoimmune blistering disease with unique clinical, immunological and genetic characteristics

Bullous pemphigoid (BP) is an organ-specific autoantibody-mediated autoimmune blistering skin disorder that tends to affect the elderly.Tense blister formation associated with itchy urticarial erythema is clinically observed in BP, and subepidermal blister formation with eosinophilic infiltration is a histopathological characteristic.BP autoantibod

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Microstructure and Mechanical Properties of Dissimilar Friction Stir Welding between Ultrafine Grained 1050 and 6061-T6 Aluminum Alloys

The ultrafine grained (UFGed) 1050 Al plates with a thickness of 2 mm, which were produced by the accumulative roll bonding technique after five cycles, were friction stir butt welded to 2 mm thick 6061-T6 Al alloy plates at Key Toy a different revolutionary pitch that varied from 0.5 to 1.25 mm/rev.In the stir zone, the initial nano-sized lamellar

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