Energy scavenging artificial nervous system for detecting rotational movement

被引:35
作者
Choi, Daehwan [1 ]
Song, Min-Kyu [1 ]
Sung, Taehoon [1 ]
Jang, Sukjin [1 ]
Kwon, Jang-Yeon [1 ]
机构
[1] Yonsei Univ, Sch Integrated Technol, Incheon 21983, South Korea
基金
新加坡国家研究基金会;
关键词
Artificial synapses; Artificial nervous system; Neuromorphic electronics; Triboelectric nanogenerator; Rotation information; VESTIBULAR SYSTEM; SINGLE NEURONS; SYNAPSES; TRANSISTORS; MEMORY;
D O I
10.1016/j.nanoen.2020.104912
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
The human sensory nervous system recognizes the change in the external environment and transmits the information to the brain. The brain uses information from the vestibular system in the head, which plays a vital role in the multisensory recognition of balance and orientation. The mimicking of human neural network systems based on biological synapses has emerged as a key technology in bioinspired electronics. This study emulates an energy scavenging artificial nervous system for detecting rotational movement to mimic the functions and mechanisms of the biological semicircular canals. Synaptic transistors realize the biological synaptic plasticity, which can be used to simulate short-to long-term memory transitions and learning processes. Furthermore, by integrating synaptic transistors with triboelectric rotation sensors, we have demonstrated that our artificial nervous system is able to detect rotational movements on the coordinates in real time. This artificial nervous system has promising applications including neurorobotics, soft electronics, and neuroprosthetics.
引用
收藏
页数:8
相关论文
共 52 条
[1]   Synaptic computation [J].
Abbott, LF ;
Regehr, WG .
NATURE, 2004, 431 (7010) :796-803
[2]   A bioinspired optoelectronically engineered artificial neurorobotics device with sensorimotor functionalities [J].
Akbari, Mohammad Karbalaei ;
Zhuiykov, Serge .
NATURE COMMUNICATIONS, 2019, 10 (1)
[3]   Vestibular system: The many facets of a multimodal sense [J].
Angelaki, Dora E. ;
Cullen, Kathleen E. .
ANNUAL REVIEW OF NEUROSCIENCE, 2008, 31 :125-150
[4]   Piezotronic Graphene Artificial Sensory Synapse [J].
Chen, Youhui ;
Gao, Guoyun ;
Zhao, Jing ;
Zhang, Huai ;
Yu, Jinran ;
Yang, Xixi ;
Zhang, Qian ;
Zhang, Wenliang ;
Xu, Shuya ;
Sun, Jia ;
Meng, Yanfang ;
Sun, Qijun .
ADVANCED FUNCTIONAL MATERIALS, 2019, 29 (41)
[5]  
Choi D., 2018, ADV MAT TECHNOL, V3, P8
[6]   The Dynamic Synapse [J].
Choquet, Daniel ;
Triller, Antoine .
NEURON, 2013, 80 (03) :691-703
[7]   Vestibular processing during natural self-motion: implications for perception and action [J].
Cullen, Kathleen E. .
NATURE REVIEWS NEUROSCIENCE, 2019, 20 (06) :346-363
[8]   The vestibular system: multimodal integration and encoding of self-motion for motor control [J].
Cullen, Kathleen E. .
TRENDS IN NEUROSCIENCES, 2012, 35 (03) :185-196
[9]   Sensory experience modifies the short-term dynamics of neocortical synapses [J].
Finnerty, GT ;
Roberts, LSE ;
Connors, BW .
NATURE, 1999, 400 (6742) :367-371
[10]   Artificial balance: restoration of the vestibulo-ocular reflex in humans with a prototype vestibular neuroprosthesis [J].
Fornos, Angelica Perez ;
Guinand, Nils ;
van de Berg, Raymond ;
Stokroos, Robert ;
Micera, Silvestro ;
Kingma, Herman ;
Pelizzone, Marco ;
Guyot, Jean-Philippe .
FRONTIERS IN NEUROLOGY, 2014, 5