AI Article Synopsis

  • Wearable visual bionic devices are advancing thanks to artificial intelligence, but traditional silicon chips face issues with energy loss and mimicking biological functions.
  • This study introduces a van der Waals P3HT/GaAs nanowire P-N junction that enhances visual capabilities through innovative material arrangement.
  • The new system features low power consumption, impressive in-memory data processing, and high accuracy in color recognition, paving the way for advanced biomimetic visual technologies.

Article Abstract

Wearable visual bionic devices, fueled by advancements in artificial intelligence, are making remarkable progress. However, traditional silicon vision chips often grapple with high energy losses and challenges in emulating complex biological behaviors. In this study, we constructed a van der Waals P3HT/GaAs nanowires P-N junction by carefully directing the arrangement of organic molecules. Combined with a Schottky junction, this facilitated multi-faceted birdlike visual enhancement, including broadband non-volatile storage, low-light perception, and a near-zero power consumption operating mode in both individual devices and 5 × 5 arrays on arbitrary substrates. Specifically, we realized over 5 bits of in-memory sensing and computing with both negative and positive photoconductivity. When paired with two imaging modes (visible and UV), our reservoir computing system demonstrated up to 94% accuracy for color recognition. It achieved motion and UV grayscale information extraction (displayed with sunscreen), leading to fusion visual imaging. This work provides a promising co-design of material and device for a broadband and highly biomimetic optoelectronic neuromorphic system.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11437102PMC
http://dx.doi.org/10.1038/s41467-024-52563-4DOI Listing

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