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However, current artificial synaptic technologies remain constrained by fragmented control paradigms that rely on wavelength\u2010selective or electrical polarity\u2010dependent modulation, restricting their capacity for complex visual information processing. In this study, an organic 2D molecular crystal (2DMC) heterojunction is developed to achieve high\u2010performance full\u2010spectrum bidirectional OSTs. The high\u2010quality 2DMC heterostructure facilitates efficient exciton separation and diffusion, yielding remarkable ambipolar characteristics with an exceptional responsivity of 6.3 \u00d7 10\n                    <jats:sup>4<\/jats:sup>\n                    A W\n                    <jats:sup>\u22121<\/jats:sup>\n                    under weak light. The bipolar heterostructure transistor design enables dynamic reconfiguration between excitatory and inhibitory synaptic behaviors through dual modulation mechanisms of spectral tuning and gate polarity control, successfully emulating bidirectional neuroplasticity features. The practical viability of this technology is demonstrated through implementation in a broad\u2010spectrum intelligent\u2010vehicle\u2010mounted vision system that achieves a classification accuracy of &gt;90% for traffic objects across complex scenarios. This work not only provides an effective strategy for developing high\u2010performance bidirectional optoelectronic synapses but also paves the way for advanced neuromorphic computing and intelligent machine vision technologies.\n                  <\/jats:p>","DOI":"10.1002\/adma.73698","type":"journal-article","created":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T13:50:24Z","timestamp":1781358624000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Bio\u2010Inspired Full\u2010Spectrum Bidirectional Optoelectronic Synaptic Transistor for In\u2010Sensor Neuromorphic Vision"],"prefix":"10.1002","volume":"38","author":[{"given":"Meiqiu","family":"Dong","sequence":"first","affiliation":[{"name":"Ji Hua Laboratory  Foshan Guangdong P. R. 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