首页    期刊浏览 2024年10月06日 星期日
登录注册

文章基本信息

  • 标题:Biocompatible artificial synapses based on a zein active layer obtained from maize for neuromorphic computing
  • 本地全文:下载
  • 作者:Youngjin Kim ; Chul Hyeon Park ; Jun Seop An
  • 期刊名称:Scientific Reports
  • 电子版ISSN:2045-2322
  • 出版年度:2021
  • 卷号:11
  • DOI:10.1038/s41598-021-00076-1
  • 语种:English
  • 出版社:Springer Nature
  • 摘要:Artificial synaptic devices based on natural organic materials are becoming the most desirable for extending their fields of applications to include wearable and implantable devices due to their biocompatibility, flexibility, lightweight, and scalability. Herein, we proposed a zein material, extracted from natural maize, as an active layer in an artificial synapse. The synaptic device exhibited notable digital-data storage and analog data processing capabilities. Remarkably, the zein-based synaptic device achieved recognition accuracy of up to 87% and exhibited clear digit-classification results on the learning and inference test. Moreover, the recognition accuracy of the zein-based artificial synapse was maintained within a difference of less than 2%, regardless of mechanically stressed conditions. We believe that this work will be an important asset toward the realization of wearable and implantable devices utilizing artificial synapses.
国家哲学社会科学文献中心版权所有