Recent advances in neuromorphic transistors for artificial perception applications DOI Creative Commons

Wei Sheng Wang,

Li Qiang Zhu

Science and Technology of Advanced Materials, Год журнала: 2022, Номер 24(1)

Опубликована: Ноя. 25, 2022

Conventional von Neumann architecture is insufficient in establishing artificial intelligence (AI) terms of energy efficiency, computing memory and dynamic learning. Delightedly, rapid developments neuromorphic provide a new paradigm to solve this dilemma. Furthermore, devices that can realize synaptic plasticity function have extraordinary significance for system. A three-terminal transistor one the typical representatives. In addition, human body has five senses, including vision, touch, auditory sense, olfactory sense gustatory providing abundant information brain. Inspired by perception system, system will give vitality intelligent robots. This review discusses operation mechanism, application transistors. The latest progresses systems based on transistors are provided. Finally, opportunities challenges summarized.

Язык: Английский

Threshold trigger embedded gas sensor for low-power and real-time atmospheric NO2 monitoring using drones DOI
Myoungsu Chae,

IkGeun Kwon,

Doowon Lee

и другие.

Chemical Engineering Journal, Год журнала: 2025, Номер unknown, С. 160605 - 160605

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

2

Recent advances in emerging neuromorphic computing and perception devices DOI
Yixin Zhu, Ying Zhu,

Huiwu Mao

и другие.

Journal of Physics D Applied Physics, Год журнала: 2021, Номер 55(5), С. 053002 - 053002

Опубликована: Сен. 20, 2021

Brain-inspired electronics represent a promising paradigm to resolve the energy and time bottlenecks in conventional digital machines. Recent advances have spanned both computing sensing by imitating naturally evolved biological approaches, emerging neuromorphic perception devices are recognized as building blocks for implementing so-called in-memory in-sensor computing. Therefore, it is urgent review recent achievements regarding these provide perspective future development. In this review, summarized explicating structures working mechanisms of two- three-terminal synaptic devices. Inspiring applications brain-inspired computing, prosthetics, robotics, which shed light on development area, also outlined. The challenges that need be addressed discussed. It expected will offer new opportunities toward autonomous artificial intelligence neurorobotics.

Язык: Английский

Процитировано

43

Challenges in Materials and Devices of Electronic Skin DOI
Jing Zhang, Jiean Li, Wen Cheng

и другие.

ACS Materials Letters, Год журнала: 2022, Номер 4(4), С. 577 - 599

Опубликована: Март 2, 2022

Electronic skin is the flexible and wearable electronic system mimicking functions mechanical properties of biological skin, which received increasing interest in recent years. Although efforts have been made to implement skin-like electronics applications from everyday healthcare advanced robotics, tremendous challenges terms immatual material selection unbalanced device performances hinder its commercialization process. This Perspective covers typical design difficulties skins, including effect deformation on electrical properties, measuring precision stability, integrating multisensories cooperatively, manufacturing skills process for large-scale production. In each section, works committed solving such aspects modification, preparation, design, together with potential research directions are highlighted.

Язык: Английский

Процитировано

36

Neuromorphic Gustatory System with Salt-Taste Perception, Information Processing, and Excessive-Intake Warning Capabilities DOI
Lu Yang, Zixian Wang, Song Zhang

и другие.

Nano Letters, Год журнала: 2022, Номер 23(1), С. 8 - 16

Опубликована: Дек. 21, 2022

Emulation of the process a biological gustatory system could benefit reconstruction sense taste. Here we demonstrate first neuromorphic that emulates ability taste perception, information processing, and excessive-intake warning functions. The integrates chitosan-derived ion-gel sensor, SnO2 nanowire artificial synapses, an effect-executive unit. accomplish perception encoding behaviors for stimulation without using complex circuits multivariate analysis, showing short response delay (<1 s), long memory duration (>2 h), wide perceptive concentration range (0.02–6 wt % salt solution). Especially, NW synapses have extremely small voltage (1 mV), exceeding level by orders magnitude, representing so-far highest sensitivity record. This work provides promising strategy to develop bioinspired biointegrated electronics with intention mimicking restoring functions sensory systems.

Язык: Английский

Процитировано

32

Recent advances in neuromorphic transistors for artificial perception applications DOI Creative Commons

Wei Sheng Wang,

Li Qiang Zhu

Science and Technology of Advanced Materials, Год журнала: 2022, Номер 24(1)

Опубликована: Ноя. 25, 2022

Conventional von Neumann architecture is insufficient in establishing artificial intelligence (AI) terms of energy efficiency, computing memory and dynamic learning. Delightedly, rapid developments neuromorphic provide a new paradigm to solve this dilemma. Furthermore, devices that can realize synaptic plasticity function have extraordinary significance for system. A three-terminal transistor one the typical representatives. In addition, human body has five senses, including vision, touch, auditory sense, olfactory sense gustatory providing abundant information brain. Inspired by perception system, system will give vitality intelligent robots. This review discusses operation mechanism, application transistors. The latest progresses systems based on transistors are provided. Finally, opportunities challenges summarized.

Язык: Английский

Процитировано

31