Single-Transistor Optoelectronic Spiking Neuron with Optogenetics-Inspired Spatiotemporal Dynamics

被引:7
|
作者
Li, Hanxi [1 ,2 ]
Hu, Jiayang [1 ,2 ]
Zhang, Yishu [1 ,2 ]
Chen, Anzhe [1 ,2 ]
Zhou, Jiachao [1 ,2 ]
Zhao, Yuda [1 ,2 ]
Xu, Yang [1 ,2 ,3 ]
Yu, Bin [1 ,2 ]
机构
[1] Zhejiang Univ, Sch Micronano Elect, Hangzhou 310027, Peoples R China
[2] ZJU Hangzhou Global Sci & Technol Innovat Ctr, Hangzhou 311200, Peoples R China
[3] Zhejiang Univ, Joint Inst Zhejiang Univ & Univ Illinois Urbana Ch, Haining 314400, Peoples R China
关键词
artificial optoelectronic neuron; neuromorphic device; neuromorphic vision hardware; optogenetics-inspired electronics;
D O I
10.1002/adfm.202314456
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The visual system is crucial for human perception and learning, and the retina is responsible for pre-processing visual information. Mimicking the neurobiological functions of the retina provides the basis for neuromorphic vision hardware. Here, an optogenetics-inspired prototype capable of modifying neuron-spiking behavior in a retina-like manner is demonstrated. In addition to basic information processing, neuronal signal transmission in the retina is bio-faithfully emulated using optical modulation, that is, neuronal firing is inhibited in the dark and activated upon illumination. The proposed single threshold-switch field-effect transistor optoelectronic neuron features an ultra-compact design by integrating a gate-modulated 2D MoS2 channel with a volatile threshold switch, and optoelectronic performance is achieved through a multi-physics resistance-matching mechanism. This study provides a promising pathway toward highly scalable and hierarchically designed spiking electronics, expanding the spectrum of neuromorphic hardware applications in the emerging field of biomimetic vision. A single-transistor optoelectronic neuron with optogenetics-inspired spatiotemporal dynamics, which not only replicates biological neuron behavior, but is also capable of modifying neuron spiking behavior through optical modulation in a retina-like manner. image
引用
收藏
页数:8
相关论文
共 15 条
  • [1] Single-Transistor Neuron with Excitatory-Inhibitory Spatiotemporal Dynamics Applied for Neuronal Oscillations
    Li, Hanxi
    Hu, Jiayang
    Chen, Anzhe
    Wang, Chenhao
    Chen, Li
    Tian, Feng
    Zhou, Jiachao
    Zhao, Yuda
    Chen, Jinrui
    Tong, Yi
    Loh, Kian Ping
    Xu, Yang
    Zhang, Yishu
    Hasan, Tawfique
    Yu, Bin
    ADVANCED MATERIALS, 2022, 34 (51)
  • [2] Optogenetics-Inspired Neuromorphic Optoelectronic Synaptic Transistors with Optically Modulated Plasticity
    Sun, Yilin
    Ding, Yingtao
    Xie, Dan
    Xu, Jianlong
    Sun, Mengxing
    Yang, Pengfei
    Zhang, Yanfeng
    ADVANCED OPTICAL MATERIALS, 2021, 9 (12)
  • [3] Boolean Computation in Single-Transistor Neuron
    Li, Hanxi
    Hu, Jiayang
    Zhang, Yishu
    Chen, Anzhe
    Lin, Li
    Chen, Ge
    Chen, Yance
    Chai, Jian
    He, Qian
    Wang, Hailiang
    Huang, Shiman
    Zhou, Jiachao
    Xu, Yang
    Yu, Bin
    ADVANCED MATERIALS, 2024, 36 (49)
  • [4] An Optogenetics-Inspired Flexible van der Waals Optoelectronic Synapse and its Application to a Convolutional Neural Network
    Seo, Seunghwan
    Lee, Je-Jun
    Lee, Ryong-Gyu
    Kim, Tae Hyung
    Park, Sangyong
    Jung, Sooyoung
    Lee, Hyun-Kyu
    Andreev, Maksim
    Lee, Kyeong-Bae
    Jung, Kil-Su
    Oh, Seyong
    Lee, Ho-Jun
    Kim, Ki Seok
    Yeom, Geun Young
    Kim, Yong-Hoon
    Park, Jin-Hong
    ADVANCED MATERIALS, 2021, 33 (40)
  • [5] Thermally Stable Single-Transistor Neuron for Reliable Neuromorphic System
    Chung, Young-Woo
    Han, Joon-Kyu
    Jung, Jin-Woo
    Yun, Seong-Yun
    Yu, Ji-Man
    Lee, Mun-Woo
    Choi, Yang-Kyu
    IEEE ELECTRON DEVICE LETTERS, 2022, 43 (11) : 1806 - 1809
  • [6] Demonstration of Programmable Brain-Inspired Optoelectronic Neuron in Photonic Spiking Neural Network With Neural Heterogeneity
    Lee, Yun-Jhu
    On, Mehmet Berkay
    El Srouji, Luis
    Zhang, Li
    Abdelghany, Mahmoud
    Ben Yoo, S. J.
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2024, 42 (13) : 4542 - 4552
  • [7] Neural Dynamics Analysis for A Novel Bio-inspired Logistic Spiking Neuron Model
    Zhang, Lei
    2023 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, ICCE, 2023,
  • [8] Chaotic dynamics and synchronization under tripartite couplings: Analyses and experiments using single-transistor oscillators as metaphors of neural dynamics
    Minati, Ludovico
    Sparacino, Laura
    Faes, Luca
    Ito, Hiroyuki
    Li, Chunbiao
    Valdes-Sosa, Pedro A.
    Frasca, Mattia
    Boccaletti, Stefano
    CHAOS SOLITONS & FRACTALS, 2024, 189
  • [9] Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture
    Doborjeh, Zohreh
    Doborjeh, Maryam
    Crook-Rumsey, Mark
    Taylor, Tamasin
    Wang, Grace Y.
    Moreau, David
    Krageloh, Christian
    Wrapson, Wendy
    Siegert, Richard J.
    Kasabov, Nikola
    Searchfield, Grant
    Sumich, Alexander
    SENSORS, 2020, 20 (24) : 1 - 29
  • [10] High-dimensional dynamics in a single-transistor oscillator containing Feynman-Sierpinski resonators: Effect of fractal depth and irregularity
    Minati, Ludovico
    Frasca, Mattia
    Giustolisi, Gianluca
    Oswiecimka, Pawel
    Drozdz, Stanislaw
    Ricci, Leonardo
    CHAOS, 2018, 28 (09)