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Multidimensional imaginative and prescient sensors for data processing


  • He, C., Shen, Y. & Forbes, A. In the direction of higher-dimensional structured mild. Mild. Sci. Appl. 11, 205 (2022).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Oike, Y. Increasing human potential by way of imaging and sensing applied sciences. In 2022 Worldwide Electron Gadgets Assembly (IEDM) 1.2.1–1.2.5 (IEEE, 2022). It is a paper on the imaging and sensing applied sciences in several dimensions.

  • Zhou, F. & Chai, Y. Close to-sensor and in-sensor computing. Nat. Electron. 3, 664–671 (2020).

    Article 

    Google Scholar
     

  • Zhou, F. et al. Optoelectronic resistive random entry reminiscence for neuromorphic imaginative and prescient sensors. Nat. Nanotechnol. 14, 776–782 (2019).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Wan, T. et al. In-sensor computing: supplies, units, and integration applied sciences. Adv. Mater. 35, 2203830 (2023).

    Article 
    CAS 

    Google Scholar
     

  • Chai, Y. In-sensor computing for machine imaginative and prescient. Nature 579, 32–33 (2020). That is the primary paper that defines ‘in-sensor computing’.

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Gollisch, T. & Meister, M. Eye smarter than scientists believed: neural computations in circuits of the retina. Neuron 65, 150–164 (2010).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Dunn, F. A., Lankheet, M. J. & Rieke, F. Mild adaptation in cone imaginative and prescient entails switching between receptor and post-receptor websites. Nature 449, 603–606 (2007).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Stockman, A., MacLeod, D. I. A. & Johnson, N. E. Spectral sensitivities of the human cones. J. Decide. Soc. Am. A 10, 2491–2521 (1993).

    Article 
    CAS 

    Google Scholar
     

  • Mennel, L. et al. Ultrafast machine imaginative and prescient with 2D materials neural community picture sensors. Nature 579, 62–66 (2020). It is a paper on ultrafast machine imaginative and prescient.

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Liao, F. et al. Bioinspired in-sensor visible adaptation for correct notion. Nat. Electron. 5, 84–91 (2022). This paper reviews a imaginative and prescient sensor with adaptation capabilities.

    Article 

    Google Scholar
     

  • Zhang, Z. et al. All-in-one two-dimensional retinomorphic {hardware} system for movement detection and recognition. Nat. Nanotechnol. 17, 27–32 (2022).

    Article 
    PubMed 

    Google Scholar
     

  • Tan, H. & van Dijken, S. Dynamic machine imaginative and prescient with retinomorphic photomemristor-reservoir computing. Nat. Commun. 14, 2169 (2023).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Vijjapu, M. T. et al. A versatile capacitive photoreceptor for the biomimetic retina. Mild. Sci. Appl. 11, 3 (2022).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Zhu, Q. B. et al. A versatile ultrasensitive optoelectronic sensor array for neuromorphic imaginative and prescient methods. Nat. Commun. 12, 1798 (2021). This paper reviews a imaginative and prescient sensor with excessive sensitivity.

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Jayachandran, D. et al. Insect-inspired, spike-based, in-sensor, and night-time collision detector primarily based on atomically skinny and light-sensitive memtransistors. ACS Nano 17, 1068–1080 (2022).

    Article 

    Google Scholar
     

  • Jayachandran, D. et al. A low-power biomimetic collision detector primarily based on an in-memory molybdenum disulfide photodetector. Nat. Electron. 3, 646–655 (2020).

    Article 

    Google Scholar
     

  • Lengthy, Z. et al. A neuromorphic bionic eye with filter-free shade imaginative and prescient utilizing hemispherical perovskite nanowire array retina. Nat. Commun. 14, 1972 (2023). It is a paper on imaginative and prescient sensors that preprocess data within the spectral dimension.

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Liu, Y. et al. Perovskite-based shade digicam impressed by human visible cells. Mild. Sci. Appl. 12, 43 (2023).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Du, J. et al. A sturdy neuromorphic imaginative and prescient sensor with optical management of ferroelectric switching. Nano Vitality 89, 106439 (2021).

    Article 
    CAS 

    Google Scholar
     

  • Jiang, T. et al. Tetrachromatic vision-inspired neuromorphic sensors with ultraweak ultraviolet detection. Nat. Commun. 14, 2281 (2023).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • KIM, M. et al. Cuttlefish eye–impressed synthetic imaginative and prescient for high-quality imaging underneath uneven illumination situations. Sci. Robotic. 8, eade4698 (2023).

    Article 
    PubMed 

    Google Scholar
     

  • Chen, J. et al. Optoelectronic graded neurons for bioinspired in-sensor movement notion. Nat. Nanotechnol. 18, 882–888 (2023). It is a paper on imaginative and prescient sensors that preprocess data within the spatiotemporal dimension.

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Chang, J., Sitzmann, V., Dun, X., Heidrich, W. & Wetzstein, G. Hybrid optical–digital convolutional neural networks with optimized diffractive optics for picture classification. Sci. Rep. 8, 12324 (2018).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Chen, Y. et al. All-analog photoelectronic chip for high-speed imaginative and prescient duties. Nature 623, 48–57 (2023).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Wang, Y. et al. A 3-dimensional neuromorphic photosensor array for nonvolatile in-sensor computing. Nano Lett. 23, 4524–4532 (2023).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Wang, C.-Y. et al. Gate-tunable van der Waals heterostructure for reconfigurable neural community imaginative and prescient sensor. Sci. Adv. 6, eaba6173 (2020).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • He, Z. et al. An natural transistor with mild intensity-dependent energetic photoadaptation. Nat. Electron. 4, 522–529 (2021).

    Article 
    CAS 

    Google Scholar
     

  • Seung, H. et al. Integration of synaptic phototransistors and quantum dot light-emitting diodes for visualization and recognition of UV patterns. Sci. Adv. 8, eabq3101 (2022).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Qin, S. et al. A light-weight-stimulated synaptic system primarily based on graphene hybrid phototransistor. 2D Mater. 4, 035022 (2017).

    Article 

    Google Scholar
     

  • Solar, L. et al. In-sensor reservoir computing for language studying by way of two-dimensional memristors. Sci. Adv. 7, 20 (2021).

    Article 

    Google Scholar
     

  • Arbabi, A. & Faraon, A. Advances in optical metalenses. Nat. Photon. 17, 16–25 (2022). It is a overview paper on the purposes of metalenses for imaging.

    Article 

    Google Scholar
     

  • Arbabi, E., Kamali, S. M., Arbabi, A. & Faraon, A. Full-Stokes imaging polarimetry utilizing dielectric metasurfaces. ACS Photon. 5, 3132–3140 (2018).

    Article 
    CAS 

    Google Scholar
     

  • Yang, Z. et al. Generalized Hartmann–Shack array of dielectric metalens sub-arrays for polarimetric beam profiling. Nat. Commun. 9, 4607 (2018).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Yang, J. et al. Ultraspectral imaging primarily based on metasurfaces with freeform formed meta-atoms. Laser Photon. Rev. 16, 2100663 (2022).

    Article 

    Google Scholar
     

  • Wang, R. et al. Compact multi-foci metalens spectrometer. Mild. Sci. Appl. 12, 103 (2023).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Kwon, H., Arbabi, E., Kamali, S. M., Faraji-Dana, M. & Faraon, A. Computational advanced optical area imaging utilizing a designed metasurface diffuser. Optica 5, 924–931 (2018).

    Article 

    Google Scholar
     

  • Saidaminov, M. I. et al. Perovskite photodetectors working in each narrowband and broadband regimes. Adv. Mater. 28, 8144–8149 (2016).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Wang, J. et al. Self-driven perovskite narrowband photodetectors with tunable spectral responses. Adv. Mater. 33, 2005557 (2021).

    Article 
    CAS 

    Google Scholar
     

  • Cao, F. et al. Bionic detectors primarily based on low-bandgap inorganic perovskite for selective NIR-I photon detection and imaging. Adv. Mater. 32, e1905362 (2020).

    Article 
    PubMed 

    Google Scholar
     

  • Rao, H. S., Li, W. G., Chen, B. X., Kuang, D. B. & Su, C. Y. In situ development of 120 cm2 CH3 NH3PbBr3 perovskite crystal movie on FTO glass for narrowband-photodetectors. Adv. Mater. 29, 1602639 (2017).

    Article 

    Google Scholar
     

  • Liu, Q. et al. Electron-donating amine-interlayer induced n-type doping of polymer:nonfullerene blends for environment friendly narrowband near-infrared photo-detection. Nat. Commun. 13, 5194 (2022).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Kublitski, J. et al. Enhancing sub-bandgap exterior quantum effectivity by photomultiplication for narrowband natural near-infrared photodetectors. Nat. Commun. 12, 4259 (2021).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Armin, A., Jansen-van Vuuren, R. D., Kopidakis, N., Burn, P. L. & Meredith, P. Narrowband mild detection by way of inner quantum effectivity manipulation of natural photodiodes. Nat. Commun. 6, 6343 (2015).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Siegmund, B. et al. Natural narrowband near-infrared photodetectors primarily based on intermolecular charge-transfer absorption. Nat. Commun. 8, 15421 (2017).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Schraml, S., Belbachir, A. N., Milosevic, N. & Schön, P. Dynamic stereo imaginative and prescient system for real-time monitoring. In Proc. 2010 IEEE Worldwide Symposium on Circuits and Programs (IEEE, 2010).

  • Finateu, T. et al. A 1,280 × 720 back-illuminated stacked temporal distinction event-based imaginative and prescient sensor with 4.86 µm pixels, 1.066 GEPS readout, programmable event-rate controller and compressive data-formatting pipeline. In 2020 IEEE Worldwide Strong-State Circuits Convention – (ISSCC) (IEEE, 2020).

  • Maruyama, Y. et al. 3.2-MP back-illuminated polarization picture sensor with four-directional air-gap wire grid and a pair of.5-um pixels. IEEE Trans. Electron Gadgets 65, 2544–2551 (2018).

    Article 
    CAS 

    Google Scholar
     

  • Lefebvre, M., Moreau, L., Dekimpe, R. & Bol, D. A 0.2-to-3.6TOPS/W programmable convolutional imager SoC with in-sensor current-domain ternary-weighted MAC operations for function extraction and region-of-interest detection. In 2021 IEEE Worldwide Strong- State Circuits Convention (ISSCC) 118–120 (IEEE, 2021).

  • Tsai, T.-H. et al. A cascaded PLL (LC-PLL + RO-PLL) with a programmable double realignment attaining 204 fs built-in jitter (100 kHz to 100 MHz) and –72 dB reference spur. In 2022 IEEE Worldwide Strong- State Circuits Convention (ISSCC) 1–3 (IEEE, 2022).

  • Oike, Y. Evolution of picture sensor architectures with stacked system applied sciences. IEEE Trans. Electron Gadgets 69, 2757–2765 (2022). It is a paper on 3D integration know-how for picture sensors.

    Article 
    CAS 

    Google Scholar
     

  • Haruta, T. et al. A 1/2.3 inch 20 Mpixel 3-layer stacked CMOS Picture Sensor with DRAM. In 2017 IEEE Worldwide Strong-State Circuits Convention (ISSCC) (IEEE, 2017).

  • Guo, M. et al. A 3-wafer-stacked hybrid 15-MPixel CIS + 1-MPixel EVS With 4.6-GEvent/s readout, in-pixel TDC, and on-chip ISP and ESP Operate. IEEE J. Strong State Circuits 58, 2955–2964 (2023).

    Article 

    Google Scholar
     

  • Mahajan, R. & Sankman, B. 3D Microelectronic Packaging: From Fundamentals to Functions (Springer, 2017).

  • Sakakibara, M. et al. A back-illuminated global-shutter CMOS picture sensor with pixel-parallel 14b subthreshold ADC. In 2018 IEEE Worldwide Strong-State Circuits Convention – (ISSCC) (IEEE, 2018).

  • Tan, Y. et al. A bioinspired retinomorphic system for spontaneous chromatic adaptation. Adv. Mater. 34, 2206816 (2022).

    Article 
    CAS 

    Google Scholar
     

  • Bhatnagar, P., Hong, J., Patel, M. & Kim, J. Clear photovoltaic pores and skin for synthetic thermoreceptor and nociceptor reminiscence. Nano Vitality 91, 106676 (2022).

    Article 
    CAS 

    Google Scholar
     

  • Eki, R. et al. A 1/2.3 inch 12.3 Mpixel with on-chip 4.97TOPS/W CNN processor back-illuminated stacked CMOS picture sensor. In 2021 IEEE Worldwide Strong- State Circuits Convention (ISSCC) 154–156 (IEEE, 2021).

  • Yuan, S., Naveh, D., Watanabe, Okay., Taniguchi, T. & Xia, F. A wavelength-scale black phosphorus spectrometer. Nat. Photon 15, 601–607 (2021).

    Article 
    CAS 

    Google Scholar
     

  • Ma, C. et al. Clever infrared sensing enabled by tunable moire quantum geometry. Nature 604, 266–272 (2022).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Music, J. Okay. et al. Stretchable colour-sensitive quantum dot nanocomposites for shape-tunable multiplexed phototransistor arrays. Nat. Nanotechnol. 17, 849–856 (2022).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Qin, T. et al. Mercury telluride colloidal quantum-dot focal airplane array with planar p–n junctions enabled by in situ electrical field-activated doping. Sci. Adv. 9, eadg7827 (2023).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Meng, Y. et al. Ultrafast multilevel optical tuning with CSb2Te3 skinny movies. Adv. Decide. Mater. 6, 1800360 (2018).

    Article 

    Google Scholar
     

  • Bai, W. et al. Close to-infrared tunable metalens primarily based on part change materials Ge2Se2Te5. Sci. Rep. 9, 5368 (2019).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Luo, Z. D. et al. Synthetic optoelectronic synapses primarily based on ferroelectric field-effect enabled 2D transition metallic dichalcogenide memristive transistors. ACS Nano 14, 746–754 (2020).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Chen, J.-Y., He, L., Wang, J.-P. & Li, M. All-optical switching of magnetic tunnel junctions with single subpicosecond laser pulses. Phys. Rev. Appl. 7, 021001 (2017).

    Article 

    Google Scholar
     

  • Wang, L. et al. Femtosecond laser-assisted switching in perpendicular magnetic tunnel junctions with double-interface free layer. Sci. China Inf. Sci. 65, 142403 (2021).

    Article 

    Google Scholar
     

  • Ciuciulkaite, A. et al. Magnetic and all-optical switching properties of amorphous TbxCo100−x alloys. Phys. Rev. Mater. 4, 104418 (2020).

    Article 
    CAS 

    Google Scholar
     

  • Stupakiewicz, A., Szerenos, Okay., Afanasiev, D., Kirilyuk, A. & Kimel, A. V. Ultrafast nonthermal photo-magnetic recording in a clear medium. Nature 542, 71–74 (2017).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Zheng, H. et al. Meta-optic accelerators for object classifiers. Sci. Adv. 8, 30 (2022).

    Article 

    Google Scholar
     

  • Shao, B. et al. Crypto primitive of MOCVD MoS2 transistors for extremely secured bodily unclonable capabilities. Nano Res. 14, 1784–1788 (2020).

    Article 

    Google Scholar
     

  • Brunet, L. et al. First demonstration of a CMOS over CMOS 3D VLSI CoolCube™ integration on 300mm wafers. In 2016 IEEE Symposium on VLSI Know-how (IEEE, 2016).

  • Search engine optimization, S. et al. Synthetic optic-neural synapse for coloured and color-mixed sample recognition. Nat. Commun. 9, 5106 (2018).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Huo, Q. et al. A computing-in-memory macro primarily based on three-dimensional resistive random-access reminiscence. Nat. Electron. 5, 469–477 (2022).

    Article 

    Google Scholar
     

  • Zhu, C. et al. Optical synaptic units with ultra-low energy consumption for neuromorphic computing. Mild. Sci. Appl. 11, 337 (2022).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Rao, M. et al. 1000’s of conductance ranges in memristors built-in on CMOS. Nature 615, 823–829 (2023). It is a paper on digital computing by memristors with 2,084 conductance states.

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Posch, C., Matolin, D. & Wohlgenannt, R. A QVGA 143dB dynamic vary asynchronous address-event PWM dynamic picture sensor with lossless pixel-level video compression. In 2010 IEEE Worldwide Strong-State Circuits Convention – (ISSCC) (IEEE, 2010).

  • Guo, Q. et al. Compact single-shot metalens depth sensors impressed by eyes of leaping spiders. Proc. Natl Acad. Sci. USA 116, 22959–22965 (2019).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

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