记忆电阻器
材料科学
突触
电阻式触摸屏
质子
神经形态工程学
肽
纳米技术
光电子学
核磁共振
人工神经网络
电气工程
神经科学
人工智能
计算机科学
物理
量子力学
工程类
生物
作者
Jeong Hyun Yoon,Min‐Kyu Song,Wooho Ham,Jeong-Min Park,Jeongmin Park,Seok Daniel Namgung,Jang‐Yeon Kwon
标识
DOI:10.1002/adfm.202415222
摘要
Abstract Artificial intelligence has become an essential part of the daily lives and has revolutionized various sectors, including healthcare, finance, transportation, and entertainment. With a substantial increase in processed data, neuromorphic devices that replicate the operation of the human brain have been emphasized owing to their superior efficiency. Typical neuromorphic devices focus on constructing synapse‐like structures. However, biological synapses have more complex mechanisms for efficient data processing. One of the most prominent mechanisms is proton activation, which forms an ion concentration gradient prior to the transmission of neurotransmitters and plays a key role in efficient computation. In this study, proton‐mediated signaling at biological synapses is successfully replicated by fabricating a proton‐modulated memristor device using a tyrosine‐rich peptide film. The ionic input of the memristor is controlled by applying a voltage to proton‐permeable PdH x contacts in a hydrogen atmosphere, thus successfully adjusting the resistive switching behavior. Remarkable improvements in resistive switching and computing performance are observed through proton injection, analogous to “proton‐mediated signaling” at the actual synapse. It is believed that this study proposes a new paradigm for designing biorealistic devices and provides inspiration for precisely controllable ion‐based neuromorphic devices.
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