“…Mechanotransduction is a biological process by which sensory cells convert biomechanical stimuli into cellular signals and significantly impact the development, regulation, and regeneration of organ functions. − Monitoring and measurement of vital biomechanical information such as blood pressure, cardiac pulsation, intraocular pressure, and articular movements are crucial in the early diagnosis of chronic and acute diseases and provide comprehensive assessments for tracking patient rehabilitation after reconstructive surgeries. − Moreover, perceiving external mechanical cues in the skin-mimetic approach facilitates restoring tactile sensation for injured people. − In fact, mechanical information from both the human body and external stimuli is usually aliased and accompanied by artifacts from inevitable movements (e.g., breathing, walking, and swallowing), whereby the transmitted data possesses serialized structure with variable amplitude, duration (pulse width), and frequency. Traditional methods that merely increase the sensitivity of sensors or use differential amplification circuits cannot precisely distinguish signals of interest (SOI) due to the indiscriminate enhancement or suppression of signals. , Although recent signal segmentation methods, such as bandpass filtering, independent and principal component analysis, can reduce the interference of noise on the SOI, they usually require specific prior information or complex iterative procedure, raising the computational cost and restricting the recognizable patterns .…”