传感器触觉计算的单片神经形态装置

IF 4.6 2区 化学 Q2 CHEMISTRY, PHYSICAL
Yi Du, Lu Yang, Jiangdong Gong, Jiahe Hu, Jiaqi Liu, Song Zhang, Shangda Qu, Jiaxin Chen, Hwa Sung Lee and Wentao Xu*, 
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引用次数: 0

摘要

为了模拟人类皮肤的触觉感知,触觉传感器与神经形态设备的集成已经成为实现近传感器信息处理的一种有前途的方法。在这里,我们提出了一种单片电子设备,它将触觉感知和神经形态计算功能无缝集成在一个单一的架构中,通过触觉输入直接调节突触的可塑性。这种独特的性能源于我们的工程器件结构,采用SnO2纳米线作为导电通道,再加上压敏壳聚糖层离子门控层。该设备展示了依赖压力的记忆保持和学习行为,有效地模仿了人类在压力条件下观察到的增强的认知功能。此外,集成设计显示了实现需要自适应触觉信息处理的生物启发电子系统的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A Monolithic Neuromorphic Device for In-Sensor Tactile Computing

A Monolithic Neuromorphic Device for In-Sensor Tactile Computing

To emulate the tactile perception of human skin, the integration of tactile sensors with neuromorphic devices has emerged as a promising approach to achieve near-sensor information processing. Here, we present a monolithic electronic device that seamlessly integrates tactile perception and neuromorphic computing functionalities within a single architecture, with synaptic plasticity directly tunable by tactile inputs. This unique capability stems from our engineered device structure employing SnO2 nanowires as the conductive channel coupled with a pressure-sensitive chitosan layer ionic gating layer. The device demonstrates pressure-dependent memory retention and learning behaviors, effectively mimicking the enhanced cognitive functions observed in humans under stressful conditions. Furthermore, the integrated design exhibits potential for implementing bioinspired electronic systems requiring adaptive tactile information processing.

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来源期刊
The Journal of Physical Chemistry Letters
The Journal of Physical Chemistry Letters CHEMISTRY, PHYSICAL-NANOSCIENCE & NANOTECHNOLOGY
CiteScore
9.60
自引率
7.00%
发文量
1519
审稿时长
1.6 months
期刊介绍: The Journal of Physical Chemistry (JPC) Letters is devoted to reporting new and original experimental and theoretical basic research of interest to physical chemists, biophysical chemists, chemical physicists, physicists, material scientists, and engineers. An important criterion for acceptance is that the paper reports a significant scientific advance and/or physical insight such that rapid publication is essential. Two issues of JPC Letters are published each month.
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