Researching | Multiframe-integrated, in-sensor computing using persistent photoconductivity

Journal of Semiconductors, Volume. 45, Issue 9, 092401(2024)

Multiframe-integrated, in-sensor computing using persistent photoconductivity

Xiaoyong Jiang¹, Minrui Ye⁴, Yunhai Li³, Xiao Fu^2,3、*, Tangxin Li², Qixiao Zhao², Jinjin Wang², Tao Zhang⁴, Jinshui Miao², and Zengguang Cheng^1、**

Author Affiliations

¹School of Microelectronics, Fudan University, Shanghai 200433, China

²Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China

³University of Chinese Academy of Sciences, Beijing 100049, China

⁴School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China

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[1] H W Tan, S van Dijken. Dynamic machine vision with retinomorphic photomemristor-reservoir computing. Nat Commun, 14, 2169(2023).

[2] Y Q Liu, D Liu, C S Gao et al. Self-powered high-sensitivity all-in-one vertical tribo-transistor device for multi-sensing-memory-computing. Nat Commun, 13, 7917(2022).

[3] C P Jiang, H H Xu, L Yang et al. Neuromorphic antennal sensory system. Nat Commun, 15, 2109(2024).

[4] F C Zhou, Y Chai. Near-sensor and in-sensor computing. Nat Electron, 3, 664(2020).

[5] L Mennel, J Symonowicz, S Wachter et al. Ultrafast machine vision with 2D material neural network image sensors. Nature, 579, 62(2020).

[6] H Jang, H Hinton, W B Jung et al. In-sensor optoelectronic computing using electrostatically doped silicon. Nat Electron, 5, 519(2022).

[7] O Lopez-Sanchez, D Lembke, M Kayci et al. Ultrasensitive photodetectors based on monolayer MoS2. Nat Nanotechnol, 8, 497(2013).

[8] D Jayachandran, A Oberoi, A Sebastian et al. A low-power biomimetic collision detector based on an in-memory molybdenum disulfide photodetector. Nat Electron, 3, 646(2020).

[9] Z F Zhang, X L Zhao, X M Zhang et al. In-sensor reservoir computing system for latent fingerprint recognition with deep ultraviolet photo-synapses and memristor array. Nat Commun, 13, 6590(2022).

[10] Y Zhou, J W Fu, Z R Chen et al. Computational event-driven vision sensors for in-sensor spiking neural networks. Nat Electron, 6, 870(2023).

[11] D Xiang, T Liu. Extending in-sensor computing from static images to dynamic motions. Nat Electron, 6, 801(2023).

[12] L Appeltant, M C Soriano, G Van der Sande et al. Information processing using a single dynamical node as complex system. Nat Commun, 2, 468(2011).

[13] H Lee, S Lee, J Kim et al. Stretchable array electromyography sensor with graph neural network for static and dynamic gestures recognition system. NPJ Flex Electron, 7, 20(2023).

[14] J W Chen, Z Zhou, B J Kim et al. Optoelectronic graded neurons for bioinspired in-sensor motion perception. Nat Nanotechnol, 18, 882(2023).

[15] F Y Liao, Z Zhou, B J Kim et al. Bioinspired in-sensor visual adaptation for accurate perception. Nat Electron, 5, 84(2022).

[16] Y C Wu, C H Liu, S Y Chen et al. Extrinsic origin of persistent photoconductivity in monolayer MoS2 field effect transistors. Sci Rep, 5, 11472(2015).

[17] A George, M V Fistul, M Gruenewald et al. Giant persistent photoconductivity in monolayer MoS2 field-effect transistors. NPJ 2D Mater Appl, 5, 15(2021).

[18] G Van der Sande, D Brunner, M C Soriano. Advances in photonic reservoir computing. Nanophotonics, 6, 561(2017).

[19] Y N Zhong, J S Tang, X Y Li et al. Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing. Nat Commun, 12, 408(2021).

[20] H Li, Q Zhang, C C R Yap et al. From bulk to monolayer MoS2: Evolution of Raman scattering. Adv Funct Materials, 22, 1385(2012).

[21] N Choudhary, J Park, J Y Hwang et al. Growth of large-scale and thickness-modulated MoS2 nanosheets. ACS Appl Mater Interfaces, 6, 21215(2014).

[22] B Chakraborty, H S S R Matte, A K Sood et al. Layer-dependent resonant Raman scattering of a few layer MoS2. J Raman Spectrosc, 44, 92(2013).

[23] N M D Brown, N Y Cui, A McKinley. An XPS study of the surface modification of natural MoS2 following treatment in an RF-oxygen plasma. Appl Surf Sci, 134, 11(1998).

[24] J Jadwiszczak, C O’Callaghan, Y B Zhou et al. Oxide-mediated recovery of field-effect mobility in plasma-treated MoS2. Sci Adv, 4, eaao5031(2018).

[25] K Q Liu, T Zhang, B J Dang et al. An optoelectronic synapse based on α-In2Se3 with controllable temporal dynamics for multimode and multiscale reservoir computing. Nat Electron, 5, 761(2022).

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Xiaoyong Jiang, Minrui Ye, Yunhai Li, Xiao Fu, Tangxin Li, Qixiao Zhao, Jinjin Wang, Tao Zhang, Jinshui Miao, Zengguang Cheng. Multiframe-integrated, in-sensor computing using persistent photoconductivity[J]. Journal of Semiconductors, 2024, 45(9): 092401

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Paper Information

Category: Articles

Received: Apr. 1, 2024

Accepted: --

Published Online: Oct. 11, 2024

The Author Email: Fu Xiao (XFu), Cheng Zengguang (ZGCheng)

DOI:10.1088/1674-4926/24040002

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology