IMU-BASED CLASSIFICATION OF LOCOMOTION MODES, TRANSITIONS, AND GAIT PHASES WITH CONVOLUTIONAL RECURRENT NEURAL NETWORKS

IMU-Based Classification of Locomotion Modes, Transitions, and Gait Phases with Convolutional Recurrent Neural Networks

This paper focuses on the classification of seven locomotion modes (sitting, standing, level ground walking, ramp ascent and descent, stair ascent and descent), the transitions among these modes, and the gait phases within each mode, by only using data in the frequency domain from NIPPLE CREAM one or two inertial measurement units.Different deep ne

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Social adversity during juvenile age but not adulthood increases susceptibility to an immune challenge later in life

Adverse experiences in early life can increase mental vulnerability to immune challenges experienced later in life, which may induce the development of stress-related psychopathologies.Here, we investigated whether the combined effect of both events is higher if the first adverse experience occurs when the brain is still in development.Therefore, m

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