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Choi S, Salamin Y, Roques-Carmes C, Dangovski R, Luo D, Chen Z, Horodynski M, Sloan J, Uddin SZ, Soljačić M. Photonic probabilistic machine learning using quantum vacuum noise. Nat Commun 2024; 15:7760. [PMID: 39237543 PMCID: PMC11377531 DOI: 10.1038/s41467-024-51509-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 08/08/2024] [Indexed: 09/07/2024] Open
Abstract
Probabilistic machine learning utilizes controllable sources of randomness to encode uncertainty and enable statistical modeling. Harnessing the pure randomness of quantum vacuum noise, which stems from fluctuating electromagnetic fields, has shown promise for high speed and energy-efficient stochastic photonic elements. Nevertheless, photonic computing hardware which can control these stochastic elements to program probabilistic machine learning algorithms has been limited. Here, we implement a photonic probabilistic computer consisting of a controllable stochastic photonic element - a photonic probabilistic neuron (PPN). Our PPN is implemented in a bistable optical parametric oscillator (OPO) with vacuum-level injected bias fields. We then program a measurement-and-feedback loop for time-multiplexed PPNs with electronic processors (FPGA or GPU) to solve certain probabilistic machine learning tasks. We showcase probabilistic inference and image generation of MNIST-handwritten digits, which are representative examples of discriminative and generative models. In both implementations, quantum vacuum noise is used as a random seed to encode classification uncertainty or probabilistic generation of samples. In addition, we propose a path towards an all-optical probabilistic computing platform, with an estimated sampling rate of ~1 Gbps and energy consumption of ~5 fJ/MAC. Our work paves the way for scalable, ultrafast, and energy-efficient probabilistic machine learning hardware.
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Affiliation(s)
- Seou Choi
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Yannick Salamin
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Charles Roques-Carmes
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA.
- E. L. Ginzton Laboratories, Stanford University, Stanford, CA, USA.
| | - Rumen Dangovski
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- The NSF AI Institute for Artificial Intelligence and Fundamental Interactions, Cambridge, MA, USA
| | - Di Luo
- The NSF AI Institute for Artificial Intelligence and Fundamental Interactions, Cambridge, MA, USA
- Center for Theoretical Physics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Physics, Harvard University, Cambridge, MA, USA
| | - Zhuo Chen
- Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA
- The NSF AI Institute for Artificial Intelligence and Fundamental Interactions, Cambridge, MA, USA
| | - Michael Horodynski
- Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jamison Sloan
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Shiekh Zia Uddin
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Marin Soljačić
- Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA
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Tasker JF, Frazer J, Ferranti G, Matthews JCF. A Bi-CMOS electronic photonic integrated circuit quantum light detector. SCIENCE ADVANCES 2024; 10:eadk6890. [PMID: 38758789 PMCID: PMC11100555 DOI: 10.1126/sciadv.adk6890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 04/15/2024] [Indexed: 05/19/2024]
Abstract
Complimentary metal-oxide semiconductor (CMOS) integration of quantum technology provides a route to manufacture at volume, simplify assembly, reduce footprint, and increase performance. Quantum noise-limited homodyne detectors have applications across quantum technologies, and they comprise photonics and electronics. Here, we report a quantum noise-limited monolithic electronic-photonic integrated homodyne detector, with a footprint of 80 micrometers by 220 micrometers, fabricated in a 250-nanometer lithography bipolar CMOS process. We measure a 15.3-gigahertz 3-decibel bandwidth with a maximum shot noise clearance of 12 decibels and shot noise clearance out to 26.5 gigahertz, when measured with a 9-decibel-milliwatt power local oscillator. This performance is enabled by monolithic electronic-photonic integration, which goes below the capacitance limits of devices made up of separate integrated chips or discrete components. It exceeds the bandwidth of quantum detectors with macroscopic electronic interconnects, including wire and flip chip bonding. This demonstrates electronic-photonic integration enhancing quantum photonic device performance.
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Affiliation(s)
| | | | - Giacomo Ferranti
- Quantum Engineering Technology Labs, H. H. Wills Physics Laboratory, University of Bristol, Bristol BS8 1TL, UK
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3
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Elahi E, Ahmad M, Dahshan A, Rabeel M, Saleem S, Nguyen VH, Hegazy HH, Aftab S. Contemporary innovations in two-dimensional transition metal dichalcogenide-based P-N junctions for optoelectronics. NANOSCALE 2023; 16:14-43. [PMID: 38018395 DOI: 10.1039/d3nr04547a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
Two-dimensional transition metal dichalcogenides (2D-TMDCs) with various physical characteristics have attracted significant interest from the scientific and industrial worlds in the years following Moore's law. The p-n junction is one of the earliest electrical components to be utilized in electronics and optoelectronics, and modern research on 2D materials has renewed interest in it. In this regard, device preparation and application have evolved substantially in this decade. 2D TMDCs provide unprecedented flexibility in the construction of innovative p-n junction device designs, which is not achievable with traditional bulk semiconductors. It has been investigated using 2D TMDCs for various junctions, including homojunctions, heterojunctions, P-I-N junctions, and broken gap junctions. To achieve high-performance p-n junctions, several issues still need to be resolved, such as developing 2D TMDCs of superior quality, raising the rectification ratio and quantum efficiency, and successfully separating the photogenerated electron-hole pairs, among other things. This review comprehensively details the various 2D-based p-n junction geometries investigated with an emphasis on 2D junctions. We investigated the 2D p-n junctions utilized in current rectifiers and photodetectors. To make a comparison of various devices easier, important optoelectronic and electronic features are presented. We thoroughly assessed the review's prospects and challenges for this emerging field of study. This study will serve as a roadmap for more real-world photodetection technology applications.
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Affiliation(s)
- Ehsan Elahi
- Department of Physics & Astronomy and Graphene Research Institute, Sejong University, 209 Neungdong-ro, Gwangjin-Gu, Seoul 05006, South Korea.
| | - Muneeb Ahmad
- Department of Electrical Engineering and Convergence Engineering for Intelligent Drone, Sejong University, 209 Neungdong-ro, Gwangjin-Gu, Seoul 05006, South Korea
| | - A Dahshan
- Department of Physics, Faculty of Science, King Khalid University, P.O. Box 9004, Abha, Saudi Arabia
| | - Muhammad Rabeel
- Department of Electrical Engineering and Convergence Engineering for Intelligent Drone, Sejong University, 209 Neungdong-ro, Gwangjin-Gu, Seoul 05006, South Korea
| | - Sidra Saleem
- Division of Science Education, Department of Energy Storage/Conversion Engineering for Graduate School, Jeonbuk National University, Jeonju, Jeonbuk 54896, Republic of Korea
| | - Van Huy Nguyen
- Department of Nanotechnology and Advanced Materials Engineering, and H.M.C., Sejong University, Seoul 05006, South Korea
| | - H H Hegazy
- Department of Physics, Faculty of Science, King Khalid University, P.O. Box 9004, Abha, Saudi Arabia
- Research Centre for Advanced Materials Science (RCAMS), King Khalid University, P. O. Box 9004, Abha 61413, Saudi Arabia
| | - Sikandar Aftab
- Department of Intelligent Mechatronics Engineering, Sejong University, 209 Neungdong-ro, Gwangjin-Gu, Seoul, 05006 South Korea.
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4
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Zhu Y, Liu Z, Niu C, Pang Y, Zhang D, Liu X, Zheng J, Zuo Y, Xue H, Cheng B. High-speed and high-power germanium photodetector based on a trapezoidal absorber. OPTICS LETTERS 2022; 47:3263-3266. [PMID: 35776601 DOI: 10.1364/ol.461673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 05/23/2022] [Indexed: 06/15/2023]
Abstract
A compact high-power germanium photodetector (Ge PD) is experimentally demonstrated by re-engineering light distribution in the absorber. Compared with a conventional Ge PD, the proposed structure shows a DC saturation photocurrent improved by 28.9% and 3 dB bandwidth as high as 49.5 GHz at 0.1 mA. Under the same photocurrent of 10.5 mA, the proposed Ge PD shows a 3 dB bandwidth of 11.1 GHz, which is almost double the conventional Ge PD (5.6 GHz). The 25 Gb/s eye-diagram measurement verifies the improved power handling capability. The compact size and manufacturing simplicity of this structure will enable new applications for integrated silicon photonics.
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Tani K, Okumura T, Oda K, Deura M, Ido T. On-chip optical interconnection using integrated germanium light emitters and photodetectors. OPTICS EXPRESS 2021; 29:28021-28036. [PMID: 34614942 DOI: 10.1364/oe.432324] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 08/02/2021] [Indexed: 06/13/2023]
Abstract
Germanium (Ge) is an attractive material for monolithic light sources and photodetectors, but it is not easy to integrate Ge light sources and photodetectors because their optimum device structures differ. In this study, we developed a monolithically integrated Ge light emitting diode (LED) that enables current injection at high density and a Ge photodiode (PD) having low dark current, and we fabricated an on-chip optical interconnection system consisting of the Ge LED, Ge PD, and Si waveguide. We investigated the properties of the fabricated Ge LED and PD and demonstrated on-chip optical interconnection.
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6
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Dushaq G, Rasras M. Planar Multilayered 2D GeAs Schottky Photodiode for High-Performance Visible-Near-Infrared Photodetection. ACS APPLIED MATERIALS & INTERFACES 2021; 13:21499-21506. [PMID: 33934599 DOI: 10.1021/acsami.1c01773] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Novel group IV - V 2D semiconductors (e.g., GeAs and SiAs) have arisen as an attractive candidate for broad-band photodetection and optoelectronic applications. This 2D family has a wide tunable band gap, excellent thermodynamic stability, and strong in-plane anisotropy. However, their photonic and optoelectronic properties have not been extensively explored so far. This work demonstrates a broadband back-to-back metal-semiconductor-metal (MSM) Schottky photodiode with asymmetric contact geometries based on multilayered 2D GeAs. The photodetector exhibited a Schottky barrier height (SBH) in the range of 0.40-0.49 eV. Additionally, it showed a low dark current of 1.8 nA with stable, reproducible, and excellent broadband spectral response from UV to optical communication wavelengths. The highest measured responsivity in the visible is 905 A/W at 660 nm wavelength and 98 A/W for 1064 nm near-infrared at an applied voltage of -3 V and zero back gate. Most notably, the planner configuration of this GeAs photodetector showed a low detector capacitance below 1.2 pf and low voltage operation (<1 V). The stability and broadband response of the device are promising for this 2D material's application in advanced optoelectronic devices.
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Affiliation(s)
- Ghada Dushaq
- Department of Electrical and Computer Engineering, New York University Abu Dhabi, 129188 Abu Dhabi, United Arab Emirates
| | - Mahmoud Rasras
- Department of Electrical and Computer Engineering, New York University Abu Dhabi, 129188 Abu Dhabi, United Arab Emirates
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7
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Lin CH, Huang DW, Shih TT, Kuo HC, Chang SW. Increasing responsivity-bandwidth margin of germanium waveguide photodetector with simple corner reflector. OPTICS EXPRESS 2021; 29:10364-10373. [PMID: 33820172 DOI: 10.1364/oe.414691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 03/10/2021] [Indexed: 06/12/2023]
Abstract
The external bandwidth of germanium waveguide photodetectors (PDs) decreases with the device length due to the load and parasitic effects even if the internal one is less affected. Shortening PDs raises the external bandwidth but lowers the responsivity, introducing a trade-off between the two figures of merits. Here, we present a scheme of waveguide PDs based on total internal reflections of corner reflectors. The reflector can be easily fabricated with the standard photolithography at the end of PDs to efficiently reflect optical power back to germanium for additional absorption, allowing for further size reduction. The structure may render the optimization of PDs more flexible.
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8
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Akiyama T, Oda S, Nakasha Y, Hayakawa A, Tanaka S, Tanaka Y, Hoshida T. Cascaded AMZ triplets: a class of demultiplexers having a monitor and control scheme enabling dense WDM on Si nano-waveguide PICs with ultralow crosstalk and high spectral efficiency. OPTICS EXPRESS 2021; 29:7966-7985. [PMID: 33820253 DOI: 10.1364/oe.410379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 02/22/2021] [Indexed: 06/12/2023]
Abstract
We propose a class of wavelength-division multiplexing (WDM) demultiplexers having a novel monitor and control scheme enabling dense WDM on Si nano-waveguide (NW) photonic integrated circuits (PICs), which had been impossible due to the critically small fabrication tolerance of the extremely miniaturized waveguide structure. With a computer simulation, we show our proposed demultiplexers enable crosstalk in the range of -50 to -40 dB, flat-topped spectrum for high spectral efficiency, and channel counts as large as 64. We have experimentally evaluated the validity of this type of demultiplexers by using a 4-ch WDM demultiplexer, which has shown total crosstalk of < -49 dB as a result of fully automatic control of heaters. This technology is expected to drastically shrink the size of dense WDM transceivers, paving the way for future sustainable scalability in the capacity of optical transceiver systems.
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9
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Liu DS, Wu J, Xu H, Wang Z. Emerging Light-Emitting Materials for Photonic Integration. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2021; 33:e2003733. [PMID: 33306201 DOI: 10.1002/adma.202003733] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 07/26/2020] [Indexed: 06/12/2023]
Abstract
The arrival of the information explosion era is urging the development of large-bandwidth high-data-rate optical interconnection technology. Up to now, the biggest stumbling block in optical interconnections has been the lack of efficient light sources despite significant progress that has been made in germanium-on-silicon (Ge-on-Si) and III-V-on-silicon (III-V-on-Si) lasers. 2D materials and metal halide perovskites have attracted much attention in recent years, and exhibit distinctive advantages in the application of on-chip light emitters. Herein, this Progress Report reviews the recent progress made in light-emitting materials with a focus on new materials, i.e., 2D materials and metal halide perovskites. The report briefly introduces the current status of Ge-on-Si and III-V-on-Si lasers and discusses the advances of 2D and perovskite light-emitting materials for photonic integration, including their optical properties, preparation methods, as well as the light sources based on these materials. Finally, challenges and perspectives of these emerging materials on the way to the efficient light sources are discussed.
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Affiliation(s)
- De-Sheng Liu
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Jiang Wu
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Hongxing Xu
- School of Physics and Technology, Wuhan University, Wuhan, 430072, China
| | - Zhiming Wang
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, 610054, China
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10
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Integrated Photodetectors Based on Group IV and Colloidal Semiconductors: Current State of Affairs. MICROMACHINES 2020; 11:mi11090842. [PMID: 32911711 PMCID: PMC7569792 DOI: 10.3390/mi11090842] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 09/03/2020] [Accepted: 09/05/2020] [Indexed: 11/16/2022]
Abstract
With the aim to take advantage from the existing technologies in microelectronics, photodetectors should be realized with materials compatible with them ensuring, at the same time, good performance. Although great efforts are made to search for new materials that can enhance performance, photodetector (PD) based on them results often expensive and difficult to integrate with standard technologies for microelectronics. For this reason, the group IV semiconductors, which are currently the main materials for electronic and optoelectronic devices fabrication, are here reviewed for their applications in light sensing. Moreover, as new materials compatible with existing manufacturing technologies, PD based on colloidal semiconductor are revised. This work is particularly focused on developments in this area over the past 5-10 years, thus drawing a line for future research.
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11
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Li XY, Wang JY, Liu YF, Chen JJ, Du Y, Wang W, Cai Y, Ma JP, Yu MB. Design of Ge 1-xSn x-on-Si waveguide photodetectors featuring high-speed high-sensitivity photodetection in the C- to U-bands. APPLIED OPTICS 2020; 59:7646-7651. [PMID: 32902465 DOI: 10.1364/ao.398873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 07/13/2020] [Indexed: 06/11/2023]
Abstract
We present the design of Ge1-xSnx-on-Si waveguide photodetectors for the applications in the C- to U-bands. The GeSn photodetectors have been studied in respect to responsivity, dark current, and bandwidth, with light butt- or evanescent-coupled from an Si waveguide. With the introduction of 4.5% Sn into Ge, the GeSn waveguide PD with evanescent-coupling exhibits high responsivity of 1.25 A/W and 3 dB bandwidth of 123.1 GHz at 1.675 µm. Further increasing the Sn composition cannot improve the absorption in the U-band significantly but does lead to poorer thermal stability and higher dark current. This work suggests a promising avenue for future high-speed high-responsivity photodetection in the C- to U-bands.
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12
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Guo J, Cheng G, Du Z. The recent progress of triboelectric nanogenerator-assisted photodetectors. NANOTECHNOLOGY 2020; 31:292003. [PMID: 32217816 DOI: 10.1088/1361-6528/ab841e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Since 2012, triboelectric nanogenerator (TENG) has attracted significant interest from researchers in the field of energy conversion due to its unique output characteristics of high voltage, pulse and low current. In addition, recent advancements have demonstrated that photodetection platforms based on TENG exhibit great advantages such as being simple, low-cost, portable, with high sensitivity, high response, etc, and are environment friendly. Here, this article provides a comprehensive review on the state-of-the-art photodetectors based on TENG in recent years, and a detailed introduction to the structural design and potential mechanisms. It mainly focuses on self-powered photodetectors (including photodetectors as a load resistance of a TENG and photosensitive materials such as tribo-layer of TENG) and the modulation of photodetectors based on TENG (including utilizing the voltage of TENG as well as triboelectric microplasma). Finally, we put forward some perspectives and outlook, including structure engineering and mechanism guidance, for the future development of simple, high-performance and portable photodetectors based on TENG.
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Affiliation(s)
- Junmeng Guo
- Key Lab for Special Functional Materials, Ministry of Education, National & Local Joint Engineering Research Center for High-efficiency Display and Lighting Technology, School of Materials Science and Engineering, and Collaborative Innovation Center of Nano Functional Materials and Applications, Henan University, Kaifeng 475004, People's Republic of China
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13
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Wan Y, Shang C, Huang J, Xie Z, Jain A, Norman J, Chen B, Gossard AC, Bowers JE. Low Dark Current 1.55 Micrometer InAs Quantum Dash Waveguide Photodiodes. ACS NANO 2020; 14:3519-3527. [PMID: 32083840 DOI: 10.1021/acsnano.9b09715] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Photodiodes and integrated optical receivers operating at 1.55 micrometer (μm) wavelength are crucial for long-haul communication and data transfer systems. In this paper, we report C-band InAs quantum dash (Qdash) waveguide photodiodes (PDs) with a record-low dark current of 5 pA, a responsivity of 0.26 A/W at 1.55 μm, and open eye diagrams up to 10 Gb/s. These Qdash-based PDs leverage the same epitaxial layers and processing steps as Qdash lasers and can thus be integrated with laser sources for power monitors or amplifiers for preamplified receivers, manifesting themselves as a promising alternative to their InGaAs and Ge counterparts in low-power optical communication links.
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Affiliation(s)
- Yating Wan
- Institute for Energy Efficiency, University of California Santa Barbara, Santa Barbara, California 93106, United States
| | - Chen Shang
- Materials Department, University of California Santa Barbara, Santa Barbara, California 93106, United States
| | - Jian Huang
- School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Zhiyang Xie
- School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Aditya Jain
- Department of Electrical and Computer Engineering, University of California Santa Barbara, Santa Barbara, California 93106, United States
| | - Justin Norman
- Materials Department, University of California Santa Barbara, Santa Barbara, California 93106, United States
| | - Baile Chen
- Institute for Energy Efficiency, University of California Santa Barbara, Santa Barbara, California 93106, United States
- School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Arthur C Gossard
- Institute for Energy Efficiency, University of California Santa Barbara, Santa Barbara, California 93106, United States
- Materials Department, University of California Santa Barbara, Santa Barbara, California 93106, United States
- Department of Electrical and Computer Engineering, University of California Santa Barbara, Santa Barbara, California 93106, United States
| | - John E Bowers
- Institute for Energy Efficiency, University of California Santa Barbara, Santa Barbara, California 93106, United States
- Materials Department, University of California Santa Barbara, Santa Barbara, California 93106, United States
- Department of Electrical and Computer Engineering, University of California Santa Barbara, Santa Barbara, California 93106, United States
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Misra A, Kress C, Singh K, Preußler S, Christoph Scheytt J, Schneider T. Integrated source-free all optical sampling with a sampling rate of up to three times the RF bandwidth of silicon photonic MZM. OPTICS EXPRESS 2019; 27:29972-29984. [PMID: 31684252 DOI: 10.1364/oe.27.029972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 09/15/2019] [Indexed: 06/10/2023]
Abstract
Source-free all optical sampling, based on the convolution of the signal spectrum with a frequency comb in an electronic-photonic, co-integrated silicon device will be presented for the first time, to the best of our knowledge. The method has the potential to achieve very high precision, requires only low power and can be fully tunable in the electrical domain. Sampling rates of three and four times the RF bandwidths of the photonics and electronics can be achieved. Thus, the presented method might lead to low-footprint, fully-integrated, precise, electrically tunable, photonic ADCs with very high-analog bandwidths for the digital infrastructure of tomorrow.
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15
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Analysis of Optical Integration between Si3N4 Waveguide and a Ge-Based Optical Modulator Using a Lateral Amorphous GeSi Taper at the Telecommunication Wavelength of 1.55 µm. APPLIED SCIENCES-BASEL 2019. [DOI: 10.3390/app9183846] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We report on the theoretical investigation of using an amorphous Ge0.83Si0.17 lateral taper to enable a low-loss small-footprint optical coupling between a Si3N4 waveguide and a low-voltage Ge-based Franz–Keldysh optical modulator on a bulk Si substrate using 3D Finite-Difference Time-Domain (3D-FDTD) simulation at the optical wavelength of 1550 nm. Despite a large refractive index and optical mode size mismatch between Si3N4 and the Ge-based modulator, the coupling structure rendered a good coupling performance within fabrication tolerance of advanced complementary metal-oxide semiconductor (CMOS) processes. For integrated optical modulator performance, the Si3N4-waveguide-integrated Ge-based on Si optical modulators could simultaneously provide workable values of extinction ratio (ER) and insertion loss (IL) for optical interconnect applications with a compact footprint.
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16
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Zuo Y, Yu Y, Zhang Y, Zhou D, Zhang X. Integrated high-power germanium photodetectors assisted by light field manipulation. OPTICS LETTERS 2019; 44:3338-3341. [PMID: 31259955 DOI: 10.1364/ol.44.003338] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 06/09/2019] [Indexed: 06/09/2023]
Abstract
We experimentally demonstrate integrated high-power germanium photodetectors (Ge PDs) by means of light field manipulation. Compared to the conventional Ge PD, the proposed structures have more uniform light distributions in the absorption region. A maximum photocurrent of 27.1 mA at -3 V bias voltage is experimentally obtained, demonstrating 50% more photocurrent generation under high-power illumination. Bandwidth and modulated signal measurements also verify the improved power handling capability. The proposed high-power Ge PD with compact size and large fabrication tolerance will bring new applications for silicon photonics.
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Optical Biosensors Based on Silicon-On-Insulator Ring Resonators: A Review. Molecules 2019; 24:molecules24030519. [PMID: 30709027 PMCID: PMC6384601 DOI: 10.3390/molecules24030519] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 01/23/2019] [Accepted: 01/25/2019] [Indexed: 11/30/2022] Open
Abstract
Recent developments in optical biosensors based on integrated photonic devices are reviewed with a special emphasis on silicon-on-insulator ring resonators. The review is mainly devoted to the following aspects: (1) Principles of sensing mechanism, (2) sensor design, (3) biofunctionalization procedures for specific molecule detection and (4) system integration and measurement set-ups. The inherent challenges of implementing photonics-based biosensors to meet specific requirements of applications in medicine, food analysis, and environmental monitoring are discussed.
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Wang J, Long Y. On-chip silicon photonic signaling and processing: a review. Sci Bull (Beijing) 2018; 63:1267-1310. [PMID: 36658865 DOI: 10.1016/j.scib.2018.05.038] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 05/09/2018] [Accepted: 05/15/2018] [Indexed: 01/21/2023]
Abstract
The arrival of the big data era has driven the rapid development of high-speed optical signaling and processing, ranging from long-haul optical communication links to short-reach data centers and high-performance computing, and even micro-/nano-scale inter-chip and intra-chip optical interconnects. On-chip photonic signaling is essential for optical data transmission, especially for chip-scale optical interconnects, while on-chip photonic processing is a critical technology for optical data manipulation or processing, especially at the network nodes to facilitate ultracompact data management with low power consumption. In this paper, we review recent research progress in on-chip photonic signaling and processing on silicon photonics platforms. Firstly, basic key devices (lasers, modulators, detectors) are introduced. Secondly, for on-chip photonic signaling, we present recent works on on-chip data transmission of advanced multi-level modulation signals using various silicon photonic integrated devices (microring, slot waveguide, hybrid plasmonic waveguide, subwavelength grating slot waveguide). Thirdly, for on-chip photonic processing, we summarize recent works on on-chip data processing of advanced multi-level modulation signals exploiting linear and nonlinear effects in different kinds of silicon photonic integrated devices (strip waveguide, directional coupler, 2D grating coupler, microring, silicon-organic hybrid slot waveguide). Various photonic processing functions are demonstrated, such as photonic switch, filtering, polarization/wavelength/mode (de)multiplexing, wavelength conversion, signal regeneration, optical logic and computing. Additionally, we also introduce extended silicon+ photonics and show recent works on on-chip graphene-silicon photonic signal processing. The advances in on-chip silicon photonic signaling and processing with favorable performance pave the way to integrate complete optical communication systems on a monolithic chip and integrate silicon photonics and silicon nanoelectronics on a chip. It is believed that silicon photonics will enable more and more emerging advanced applications even beyond silicon photonic signaling and processing.
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Affiliation(s)
- Jian Wang
- Wuhan National Laboratory for Optoelectronics, School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan 430074, China.
| | - Yun Long
- Wuhan National Laboratory for Optoelectronics, School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan 430074, China
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Teng F, Hu K, Ouyang W, Fang X. Photoelectric Detectors Based on Inorganic p-Type Semiconductor Materials. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2018; 30:e1706262. [PMID: 29888448 DOI: 10.1002/adma.201706262] [Citation(s) in RCA: 115] [Impact Index Per Article: 19.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2017] [Revised: 01/18/2018] [Indexed: 05/03/2023]
Abstract
Photoelectric detectors are the central part of modern photodetection systems with numerous commercial and scientific applications. p-Type semiconductor materials play important roles in optoelectronic devices. Photodetectors based on p-type semiconductor materials have attracted a great deal of attention in recent years because of their unique properties. Here, a comprehensive summary of the recent progress mainly on photodetectors based on inorganic p-type semiconductor materials is presented. Various structures, including photoconductors, phototransistors, homojunctions, heterojunctions, p-i-n junctions, and metal-semiconductor junctions of photodetectors based on inorganic p-type semiconductor materials, are discussed and summarized. Perspectives and an outlook, highlighting the promising future directions of this research field, are also given.
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Affiliation(s)
- Feng Teng
- Department of Materials Science, Fudan University, Shanghai, 200433, P. R. China
| | - Kai Hu
- Department of Materials Science, Fudan University, Shanghai, 200433, P. R. China
| | - Weixin Ouyang
- Department of Materials Science, Fudan University, Shanghai, 200433, P. R. China
| | - Xiaosheng Fang
- Department of Materials Science, Fudan University, Shanghai, 200433, P. R. China
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Virot L, Benedikovic D, Szelag B, Alonso-Ramos C, Karakus B, Hartmann JM, Le Roux X, Crozat P, Cassan E, Marris-Morini D, Baudot C, Boeuf F, Fédéli JM, Kopp C, Vivien L. Integrated waveguide PIN photodiodes exploiting lateral Si/Ge/Si heterojunction. OPTICS EXPRESS 2017; 25:19487-19496. [PMID: 29041142 DOI: 10.1364/oe.25.019487] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 07/31/2017] [Indexed: 06/07/2023]
Abstract
Germanium photodetectors are considered to be mature components in the silicon photonics device library. They are critical for applications in sensing, communications, or optical interconnects. In this work, we report on design, fabrication, and experimental demonstration of an integrated waveguide PIN photodiode architecture that calls upon lateral double Silicon/Germanium/Silicon (Si/Ge/Si) heterojunctions. This photodiode configuration takes advantage of the compatibility with contact process steps of silicon modulators, yielding reduced fabrication complexity for transmitters and offering high-performance optical characteristics, viable for high-speed and efficient operation near 1.55 μm wavelengths. More specifically, we experimentally obtained at a reverse voltage of 1V a dark current lower than 10 nA, a responsivity higher than 1.1 A/W, and a 3 dB opto-electrical cut-off frequency over 50 GHz. The combined benefits of decreased process complexity and high-performance device operation pave the way towards attractive integration strategies to deploy cost-effective photonic transceivers on silicon-on-insulator substrates.
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21
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Wang R, Vasiliev A, Muneeb M, Malik A, Sprengel S, Boehm G, Amann MC, Šimonytė I, Vizbaras A, Vizbaras K, Baets R, Roelkens G. III-V-on-Silicon Photonic Integrated Circuits for Spectroscopic Sensing in the 2-4 μm Wavelength Range. SENSORS 2017; 17:s17081788. [PMID: 28777291 PMCID: PMC5579498 DOI: 10.3390/s17081788] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 07/29/2017] [Accepted: 07/31/2017] [Indexed: 11/16/2022]
Abstract
The availability of silicon photonic integrated circuits (ICs) in the 2-4 μm wavelength range enables miniature optical sensors for trace gas and bio-molecule detection. In this paper, we review our recent work on III-V-on-silicon waveguide circuits for spectroscopic sensing in this wavelength range. We first present results on the heterogeneous integration of 2.3 μm wavelength III-V laser sources and photodetectors on silicon photonic ICs for fully integrated optical sensors. Then a compact 2 μm wavelength widely tunable external cavity laser using a silicon photonic IC for the wavelength selective feedback is shown. High-performance silicon arrayed waveguide grating spectrometers are also presented. Further we show an on-chip photothermal transducer using a suspended silicon-on-insulator microring resonator used for mid-infrared photothermal spectroscopy.
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Affiliation(s)
- Ruijun Wang
- Photonics Research Group, Ghent University-imec, Technologiepark-Zwijnaarde 15, Ghent 9052, Belgium.
- Center for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent 9000, Belgium.
| | - Anton Vasiliev
- Photonics Research Group, Ghent University-imec, Technologiepark-Zwijnaarde 15, Ghent 9052, Belgium.
- Center for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent 9000, Belgium.
| | - Muhammad Muneeb
- Photonics Research Group, Ghent University-imec, Technologiepark-Zwijnaarde 15, Ghent 9052, Belgium.
- Center for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent 9000, Belgium.
| | - Aditya Malik
- Photonics Research Group, Ghent University-imec, Technologiepark-Zwijnaarde 15, Ghent 9052, Belgium.
- Center for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent 9000, Belgium.
| | - Stephan Sprengel
- Walter Schottky Institut, Technische Universität München, Am Coulombwall 4, Garching 85748, Germany.
| | - Gerhard Boehm
- Walter Schottky Institut, Technische Universität München, Am Coulombwall 4, Garching 85748, Germany.
| | - Markus-Christian Amann
- Walter Schottky Institut, Technische Universität München, Am Coulombwall 4, Garching 85748, Germany.
| | - Ieva Šimonytė
- Brolis Semiconductors UAB, Moletu pl. 73, Vilnius LT-14259, Lithuania.
| | | | | | - Roel Baets
- Photonics Research Group, Ghent University-imec, Technologiepark-Zwijnaarde 15, Ghent 9052, Belgium.
- Center for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent 9000, Belgium.
| | - Gunther Roelkens
- Photonics Research Group, Ghent University-imec, Technologiepark-Zwijnaarde 15, Ghent 9052, Belgium.
- Center for Nano- and Biophotonics (NB-Photonics), Ghent University, Ghent 9000, Belgium.
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Fard MMP, Cowan G, Liboiron-Ladouceur O. Responsivity optimization of a high-speed germanium-on-silicon photodetector. OPTICS EXPRESS 2016; 24:27738-27752. [PMID: 27906342 DOI: 10.1364/oe.24.027738] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
This paper experimentally demonstrates a design optimization of an evanescently-coupled waveguide germanium-on-silicon photodetector (PD) towards high-speed (> 30 Gb/s) applications. The resulting PD provides a responsivity of 1.09 A/W at 1550 nm, a dark current of 3.5 µA and bandwidth of 42.5 GHz at 2 V reverse-bias voltage. To optimize the PD, the impact of various design parameters on performance is investigated. A novel optimization methodology for the PD's responsivity based on the required bandwidth is developed. The responsivity of the PD is enhanced by enlarging its geometry and using off-centered contacts on top of the germanium, while an integrated peaking inductor mitigates the inherent bandwidth reduction from the responsivity optimization. The performance of the optimized PD and the conventional, smaller size non-optimized PD is compared to validate the optimization methodology. The sensitivity of the optimized PD improves by 3.2 dB over a smaller size non-optimized PD. The paper further discusses the impact of top metal contacts on the photodetector's performance.
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Shen L, Jiao Y, Yao W, Cao Z, van Engelen JP, Roelkens G, Smit MK, van der Tol JJGM. High-bandwidth uni-traveling carrier waveguide photodetector on an InP-membrane-on-silicon platform. OPTICS EXPRESS 2016; 24:8290-8301. [PMID: 27137267 DOI: 10.1364/oe.24.008290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
A uni-traveling carrier photodetector (UTC-PD), heterogeneously integrated on silicon, is demonstrated. It is fabricated in an InP-based photonic membrane bonded on a silicon wafer, using a novel double-sided processing scheme. A very high 3 dB bandwidth of beyond 67 GHz is obtained, together with a responsivity of 0.7 A/W at 1.55 μm wavelength. In addition, open eye diagrams at 54 Gb/s are observed. These results promise high speed applications using a novel full-functionality photonic platform on silicon.
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Chen H, Verheyen P, De Heyn P, Lepage G, De Coster J, Balakrishnan S, Absil P, Yao W, Shen L, Roelkens G, Van Campenhout J. -1 V bias 67 GHz bandwidth Si-contacted germanium waveguide p-i-n photodetector for optical links at 56 Gbps and beyond. OPTICS EXPRESS 2016; 24:4622-4631. [PMID: 29092290 DOI: 10.1364/oe.24.004622] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
We demonstrate a 67 GHz bandwidth silicon-contacted germanium waveguide p-i-n photodetector operating at -1 V with 6.8 fF capacitance. The dark current is below 4 nA. The responsivity is 0.74 A/W at 1550 nm and 0.93 A/W at 1310 nm wavelength. 56 Gbps on-off-keying data reception is demonstrated with clear open eye diagrams in both the C-band and O-band.
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