Overview of carbon-based circuits and systems

This paper presents an overview of the state of the art on carbon-based circuits and systems made up of carbon nanotubes and graphene transistors. A tutorial description of the most important devices and their potential benefits and limitations is given, trying to identify their suitability to implement analog and digital circuits and systems. Main electrical models reported so far for the design of carbon-based field-effect devices are surveyed, and the main sizing parameters required to implement such devices in practical integrated circuits are analyzed. The solutions proposed by cutting-edge integrated circuits and devices are discussed, identifying current trends, challenges and opportunities for the circuits and systems community1

Complementary Symmetry Nanowire Logic Circuits: Experimental Demonstrations and in Silico Optimizations

Complementary symmetry (CS) Boolean logic utilizes both p- and n-type field-effect transistors (FETs) so that an input logic voltage signal will turn one or more p- or n-type FETs on, while turning an equal number of n- or p-type FETs off. The voltage powering the circuit is prevented from having a direct pathway to ground, making the circuit energy efficient. CS circuits are thus attractive for nanowire logic, although they are challenging to implement. CS logic requires a relatively large number of FETs per logic gate, the output logic levels must be fully restored to the input logic voltage level, and the logic gates must exhibit high gain and robust noise margins. We report on CS logic circuits constructed from arrays of 16 nm wide silicon nanowires. Gates up to a complexity of an XOR gate (6 p-FETs and 6 n-FETs) containing multiple nanowires per transistor exhibit signal restoration and can drive other logic gates, implying that large scale logic can be implemented using nanowires. In silico modeling of CS inverters, using experimentally derived look-up tables of individual FET properties, is utilized to provide feedback for optimizing the device fabrication process. Based upon this feedback, CS inverters with a gain approaching 50 and robust noise margins are demonstrated. Single nanowire-based logic gates are also demonstrated, but are found to exhibit significant device-to-device fluctuations

Flexible, Photopatterned, Colloidal Cdse Semiconductor Nanocrystal Integrated Circuits

As semiconductor manufacturing pushes towards smaller and faster transistors, a parallel goal exists to create transistors which are not nearly as small. These transistors are not intended to match the performance of traditional crystalline semiconductors; they are designed to be significantly lower in cost and manufactured using methods that can make them physically flexible for applications where form is more important than speed. One of the developing technologies for this application is semiconductor nanocrystals. We first explore methods to develop CdSe nanocrystal semiconducting “inks” into large-scale, high-speed integrated circuits. We demonstrate photopatterned transistors with mobilities of 10 cm2/Vs on Kapton substrates. We develop new methods for vertical interconnect access holes to demonstrate multi-device integrated circuits including inverting amplifiers with ~7 kHz bandwidths, ring oscillators with \u3c10 µs stage delays, and NAND and NOR logic gates. In order to produce higher performance and more consistent transistors, we develop a new hybrid procedure for processing the CdSe nanocrystals. This procedure produces transistors with repeatable performance exceeding 40 cm2/Vs when fabricated on silicon wafers and 16 cm2/vs when fabricated as part of photopatterned integrated circuits on Kapton substrates. In order to demonstrate the full potential of these transistors, methods to create high-frequency oscillators were developed. These methods allow for transistors to operate at higher voltages as well as provide a means for wirebonding to the Kapton substrate, both of which are required for operating and probing high-frequency oscillators. Simulations of this system show the potential for operation at MHz frequencies. Demonstration of these transistors in this frequency range would open the door for development of CdSe integrated circuits for high-performance sensor, display, and audio applications. To develop further applications of electronics on flexible substrates, procedures are developed for the integration of polychromatic displays on polyethylene terephthalate (PET) substrates and a commercial near field communication (NFC) link. The device draws its power from the NFC transmitter common on smartphones and eliminates the need for a fixed battery. This allows for the mass deployment of flexible, interactive displays on product packaging

신축성 있고 착용 가능한 탄소 나노튜브 기반 전자 기술

학위논문 (박사) -- 서울대학교 대학원 : 공과대학 협동과정 바이오엔지니어링전공, 2020. 8. 김대형.Networks of carbon nanotubes (CNTs) are a promising candidate for use as a basic building block for next-generation soft electronics, owing to their superior mechanical and electrical properties, chemical stability, and low production cost. In particular, the CNTs, which are produced as a mixture of metallic and semiconducting CNTs via chemical vapor deposition, can be sorted according to their electronic types, which makes them useful for specific purposes: semiconducting CNTs can be employed as channel materials in transistor-based applications and metallic CNTs as electrodes. However, the development of CNT-based electronics for soft applications is still at its infant stage, mainly limited by the lack of solid technologies for developing high-performance deformable devices whose electrical performances are comparable to those fabricated using conventional inorganic materials. In this regard, soft CNT electronics with high mechanical stability and electrical performances have been pursued. First, wearable nonvolatile memory modules and logic gates were fabricated by employing networks of semiconducting CNTs as the channel materials, with strain-tolerant device designs for high mechanical stability. The fabricated devices exhibited low operation voltages, high device-to-device uniformity, on/off ratios, and on-current density, while maintaining its performance during ~30% stretching after being mounted on the human skin. In addition, various functional logic gates verified the fidelity of the reported technology, and successful fabrication of non-volatile memory modules with wearable features has been reported for the first time at the time of publication. Second, the networks of semiconducting CNTs were used to fabricate signal amplifiers with a high gain of ~80, which were then used to amplify electrocardiogram (ECG) signals measured using a wearable sensor. At the same time, color-tunable organic light-emitting diodes (CTOLEDs) were developed based on ultra-thin charge blocking layer that controlled the flow of excitons during different voltage regimes. Together, they were integrated to construct a health monitoring platform whereby real-time ECG signals could be detected while simultaneously notifying its user of the ECG status via color changes of the wearable CTOLEDs. Third, intrinsically stretchable CNT transistors were developed, which was enabled by the developments of thickness controllable, vacuum-deposited stretchable dielectric layer and vacuum-deposited metal thin films. Previous works employed strain-tolerant device designs which are based on the use of filamentary serpentine-shaped interconnections, which severely sacrifice the device density. The developed stretchable dielectric, compatible with the current vacuum-based microfabrication technology, exhibited excellent insulating properties even for nanometer-range thicknesses, thereby enabling significant electrical performance improvements such as low operation voltage and high device uniformity/reproducibility, which has not been realized in the most advanced intrinsically stretchable transistors of today.탄소 나노튜브는 뛰어난 전기적, 화학적, 그리고 기계적 특성을 갖고 있어 차세대 유연 전자소자의 핵심 소재 중 하나로 각광을 받고 있으나, 아직까지 이를 이용한 실용적인 유연 전자소자의 개발은 실현되지 않고 있다. 이는 탄소 나노튜브의 전기적 특성대로 완벽히 분류해 낼 수 있는 기술, 탄소 나노튜브를 소자의 원하는 위치에 정확히 원하는 양만큼 네트워크 형태 혹은 정렬된 형태로 증착하는 기술, 그리고 유연 전자소자를 구성하는 다른 물질들의 개발 기술의 부재 때문이다. 지난 10여년간 해당 기술들은 광범위하게 연구되어지고 있으나, 탄소 나노튜브를 활용한 우수한 유연 전자소자 개발을 위한 핵심 기술들의 발전은 아직 초기 단계에 있다. 따라서 이 논문을 통해 탄소 나노튜브를 유연 전자소자에 적용시킬 수 있는 새로운 기술을 소개하고자 한다. 첫번째로 탄소 나노튜브와 유연 전자소자의 소자 디자인을 이용하여 피부위에 증착 가능한 비휘발성 메모리 소자를 제작하였고, 해당 기술을 이용하여 피부위에서 안전하게 동작할 수 있는 다양한 기초 회로들을 구현하였다. 탄소 나노튜브 기반 메모리 전자 소자 및 회로는 다양한 외부 응력이 가해져도 안정적으로 동작을 하였고, 개발된 기술을 통해 보다 실용적인 탄소 나노튜브 기반 유연 전자 소자의 제작 조건을 확립할 수 있었다. 두번째로 위에 개발된 기술을 바탕으로, 보다 복잡한 탄소 나노튜브 기반 유연 회로 및 구동전압에 따라 발광색이 변환하는 색변환 소자를 제작하여 해당 소자들이 피부위에 부착되어 잘 작동되도록 구현하였다. 그리고 이 두 가지 웨어러블 전자소자를 통합하여 실시간으로 심전도를 측정하여 탄소 나노튜브 기반 전자소자를 통해 해당 신호를 증폭시키고, 신호의 상태를 색변환 소자로 나타낼 수 있는 심전도 모니터 시스템을 구현하였다. 세번째로 진공 증착이 가능한 유연 절연체를 개발하여, 기존의 유연 전자소자들이 가지고 있던 극명한 한계를 극복하였다 (높은 구동 전압, 낮은 집적도, 대면적 소자 선능 균일도 등). 기존의 액상 기반 증착을 위주로 한 유연 전자 소자들은 무기물질 기반 전자소자 대비 극심한 성능 저하를 보여주었는데, 이를 해결하기 위해 새로운 절연물질을 개발하고 탄소 나노튜브 기반 유연 전자소자에 적용하여 그 가능성을 보여주었다.Chapter 1. Introduction 1 1.1 Discovery of CNTs and their benefits for soft electronic applications 1 1.2 Electrical sorting of CNTs 5 1.3 Deposition methods of solution-processed semiconducting CNTs 7 1.4 Conclusion 23 1.5 References 24 Chapter 2. Stretchable Carbon Nanotube Charge-Trap Floating-Gate Memory and Logic Devices for Wearable Electronics 32 2.1 Introduction 32 2.2 Experimental section 34 2.3 Results and discussion 36 2.4 Conclusion 62 2.5 References 63 Chapter 3. Wearable Electrocardiogram Monitor Using Carbon Nanotube Electronics and Color-Tunable Organic Light-Emitting Diodes 67 3.1 Introduction 67 3.2 Experimental section 70 3.3 Results and discussion 73 3.4 Conclusion 97 3.5 References 98 Chapter 4. Medium-Scale Electronic Skin Based on Carbon Nanotube Transistors with Vacuum-Deposited Stretchable Dielectric Film 102 4.1 Introduction 102 4.2 Experimental section 106 4.3 Result and discussion 111 4.4 Conclusion 135 4.5 References 136Docto

Reservoir Computing in Materio : An Evaluation of Configuration through Evolution

Recent work has shown that computational substrates made from carbon nanotube/polymer mixtures can form trainable Reservoir Computers. This new reservoir computing platform uses computer based evolutionary algorithms to optimise a set of electrical control signals to induce reservoir properties within the substrate. In the training process, evolution decides the value of analogue control signals (voltages) and the location of inputs and outputs on the substrate that improve the performance of the subsequently trained reservoir readout. Here, we evaluate the performance of evolutionary search compared to randomly assigned electrical configurations. The substrate is trained and evaluated on time-series prediction using the Santa Fe Laser generated competition data (dataset A). In addition to the main investigation, we introduce two new features closely linked to the traditional reservoir computing architecture, adding an evolvable input-weighting mechanism and a reservoir time-scaling parameter. The experimental results show evolved configurations across all four test substrates consistently produce reservoirs with greater performance than randomly configured reservoirs. The results also show that applying both input-weighting and timescaling simultaneously can provide additional tuning to the task, improving performance. For one material, the evolved reservoir is shown to outperform – for this task – all other hardwarebased reservoir computers found in the literature. The same material also outperforms a simple evolved simulated Echo State Network of the same size. The performance of this material is reported to be both consistent after long time-periods and after reconfiguration to other tasks