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Although existing prosthetic technologies seek to restore sensory function, they often fail to provide real-time localization of haptic stimuli and effectively integrate pain feedback, resulting in an inability to deliver cohesive tactile and nociceptive cues. Here, we present a bioinspired perceptual sensor (BPS) capable of spatiotemporally decoding haptic and pain information by integrating artificial mechanoreceptors with synaptic transistors. High sensing performance and synaptic plasticity of the BPS enable the localization and intensity assessment of haptic stimuli, along with the spatiotemporal integration of pain feedback, facilitating the quantitative evaluation of synergistic haptic and pain perception. We first validated our BPS by integrating it into a humanoid robotic system and demonstrated its ability to distinguish and respond to environment-responsive conditioned and unconditioned reflexes in a closed-loop manner. Then, the sensing platform was incorporated into the prosthetic socket interface for amputees, and its capability to provide accurate, reliable haptic and pain feedback was confirmed, thereby offering crucial insights for optimizing prosthetic fit, limb health, and functional rehabilitation outcomes.<\/jats:p>","DOI":"10.34133\/cbsystems.0679","type":"journal-article","created":{"date-parts":[[2026,8,13]],"date-time":"2026-08-13T04:57:42Z","timestamp":1786597062000},"update-policy":"https:\/\/doi.org\/10.34133\/aaas_crossmark_01","source":"Crossref","is-referenced-by-count":0,"title":["A Bioinspired Perceptual Sensor for Spatiotemporal Decoding of Haptic and Pain Stimuli in Prostheses"],"prefix":"10.34133","volume":"7","author":[{"given":"Ye","family":"Qiu","sequence":"first","affiliation":[{"name":"College of Mechanical Engineering, Key Laboratory of Special Purpose Equipment and Advanced Processing Technology, \rZhejiang University of Technology, Hangzhou 310023, 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