Memristor-Based Digital Systems Design and Architectures

Memristor is considered as a suitable alternative solution to resolve the scaling limitation of CMOS technology. In recent years, the use of memristors in circuits design has rapidly increased and attracted researcher’s interest. Advances have been made to both size and complexity of memristor designs. The development of CMOS transistors shows major concerns, such as, increased leakage power, reduced reliability, and high fabrication cost. These factors have affected chip manufacturing process and functionality severely. Therefore, the demand for new devices is increasing. Memristor, is considered as one of the key element in memory and information processing design due to its small size, long-term data storage, low power, and CMOS compatibility. The main objective in this research is to design memristor-based arithmetic circuits and to overcome some of the Memristor based logic design issues. In this thesis, a fast, low area and low power hybrid CMOS memristor based digital circuit design were implemented. Small and large-scale memristor based digital circuits are implemented and provided a solutions for overcoming the memristor degradation and fan-out challenges. As an example, a 4- bit LFSR has been implemented by using MRL scheme with 64 CMOS devices and 64 memristors. The proposed design is more efficient in terms of the area when compared with CMOS- based LFSR circuits. The simulation results proves the functionality of the design. This approach presents acceptable speed in comparison with CMOS-based design and it is faster than IMPLY-based memrisitive LFSR. The propped LFSR has 841 ps de-lay. Furthermore, the proposed design has a significant power reduction of over 66% less than CMOS-based approach. This thesis proposes implementation of memristive 2-D median filter and extends previously published works on memristive Filter design to include this emerging technology characteristics in image processing. The proposed circuit was designed based on Pt/TaOx/Ta redox-based device and Memristor Ratioed Logic (MRL). The proposed filter is designed in Cadence and the memristive median approved tested circuit is translated to Verilog-XL as a behavioral model. Different 512 _ 512 pixels input images contain salt and pepper noise with various noise density ratios are applied to the proposed median filter and the design successfully has substantially removed the noise. The implementation results in comparison with the conventional filters, it gives better Peak Signal to Noise Ratio (PSNR) and Mean Absolute Error (MAE) for different images with different noise density ratios while it saves more area as compared to CMOS-based design. This dissertation proposes a comprehensive framework for design, mapping and synthesis of large-scale memristor-CMOS circuits. This framework provides a synthesis approach that can be applied to all memristor-based digital logic designs. In particular, it is a proposal for a characterization methodology of memristor-based logic cells to generate a standard cell library for large scale simulation. The proposed framework is implemented in the Cadence Virtuoso schematic-level environment and was veri_ed with Verilog-XL, MATLAB, and the Electronic Design Automation (EDA) Synopses compiler after being translated to the behavioral level. The proposed method can be applied to implement any digital logic design. The frame work is deployed for design of the memristor-based parallel 8-bit adder/subtractor and a 2-D memristive-based median filter

Null convention logic circuits for asynchronous computer architecture

For most of its history, computer architecture has been able to benefit from a rapid scaling in semiconductor technology, resulting in continuous improvements to CPU design. During that period, synchronous logic has dominated because of its inherent ease of design and abundant tools. However, with the scaling of semiconductor processes into deep sub-micron and then to nano-scale dimensions, computer architecture is hitting a number of roadblocks such as high power and increased process variability. Asynchronous techniques can potentially offer many advantages compared to conventional synchronous design, including average case vs. worse case performance, robustness in the face of process and operating point variability and the ready availability of high performance, fine grained pipeline architectures. Of the many alternative approaches to asynchronous design, Null Convention Logic (NCL) has the advantage that its quasi delay-insensitive behavior makes it relatively easy to set up complex circuits without the need for exhaustive timing analysis. This thesis examines the characteristics of an NCL based asynchronous RISC-V CPU and analyses the problems with applying NCL to CPU design. While a number of university and industry groups have previously developed small 8-bit microprocessor architectures using NCL techniques, it is still unclear whether these offer any real advantages over conventional synchronous design. A key objective of this work has been to analyse the impact of larger word widths and more complex architectures on NCL CPU implementations. The research commenced by re-evaluating existing techniques for implementing NCL on programmable devices such as FPGAs. The little work that has been undertaken previously on FPGA implementations of asynchronous logic has been inconclusive and seems to indicate that asynchronous systems cannot be easily implemented in these devices. However, most of this work related to an alternative technique called bundled data, which is not well suited to FPGA implementation because of the difficulty in controlling and matching delays in a 'bundle' of signals. On the other hand, this thesis clearly shows that such applications are not only possible with NCL, but there are some distinct advantages in being able to prototype complex asynchronous systems in a field-programmable technology such as the FPGA. A large part of the value of NCL derives from its architectural level behavior, inherent pipelining, and optimization opportunities such as the merging of register and combina- tional logic functions. In this work, a number of NCL multiplier architectures have been analyzed to reveal the performance trade-offs between various non-pipelined, 1D and 2D organizations. Two-dimensional pipelining can easily be applied to regular architectures such as array multipliers in a way that is both high performance and area-efficient. It was found that the performance of 2D pipelining for small networks such as multipliers is around 260% faster than the equivalent non-pipelined design. However, the design uses 265% more transistors so the methodology is mainly of benefit where performance is strongly favored over area. A pipelined 32bit x 32bit signed Baugh-Wooley multiplier with Wallace-Tree Carry Save Adders (CSA), which is representative of a real design used for CPUs and DSPs, was used to further explore this concept as it is faster and has fewer pipeline stages compared to the normal array multiplier using Ripple-Carry adders (RCA). It was found that 1D pipelining with ripple-carry chains is an efficient implementation option but becomes less so for larger multipliers, due to the completion logic for which the delay time depends largely on the number of bits involved in the completion network. The average-case performance of ripple-carry adders was explored using random input vectors and it was observed that it offers little advantage on the smaller multiplier blocks, but this particular timing characteristic of asynchronous design styles be- comes increasingly more important as word size grows. Finally, this research has resulted in the development of the first 32-Bit asynchronous RISC-V CPU core. Called the Redback RISC, the architecture is a structure of pipeline rings composed of computational oscillations linked with flow completeness relationships. It has been written using NELL, a commercial description/synthesis tool that outputs standard Verilog. The Redback has been analysed and compared to two approximately equivalent industry standard 32-Bit synchronous RISC-V cores (PicoRV32 and Rocket) that are already fabricated and used in industry. While the NCL implementation is larger than both commercial cores it has similar performance and lower power compared to the PicoRV32. The implementation results were also compared against an existing NCL design tool flow (UNCLE), which showed how much the results of these implementation strategies differ. The Redback RISC has achieved similar level of throughput and 43% better power and 34% better energy compared to one of the synchronous cores with the same benchmark test and test condition such as input sup- ply voltage. However, it was shown that area is the biggest drawback for NCL CPU design. The core is roughly 2.5× larger than synchronous designs. On the other hand its area is still 2.9× smaller than previous designs using UNCLE tools. The area penalty is largely due to the unavoidable translation into a dual-rail topology when using the standard NCL cell library

Template-based embedded reconfigurable computing

XIV+212hlm.;24c

Design of asynchronous microprocessor for power proportionality

PhD ThesisMicroprocessors continue to get exponentially cheaper for end users following Moore’s law, while the costs involved in their design keep growing, also at an exponential rate. The reason is the ever increasing complexity of processors, which modern EDA tools struggle to keep up with. This makes further scaling for performance subject to a high risk in the reliability of the system. To keep this risk low, yet improve the performance, CPU designers try to optimise various parts of the processor. Instruction Set Architecture (ISA) is a significant part of the whole processor design flow, whose optimal design for a particular combination of available hardware resources and software requirements is crucial for building processors with high performance and efficient energy utilisation. This is a challenging task involving a lot of heuristics and high-level design decisions. Another issue impacting CPU reliability is continuous scaling for power consumption. For the last decades CPU designers have been mainly focused on improving performance, but “keeping energy and power consumption in mind”. The consequence of this was a development of energy-efficient systems, where energy was considered as a resource whose consumption should be optimised. As CMOS technology was progressing, with feature size decreasing and power delivered to circuit components becoming less stable, the energy resource turned from an optimisation criterion into a constraint, sometimes a critical one. At this point power proportionality becomes one of the most important aspects in system design. Developing methods and techniques which will address the problem of designing a power-proportional microprocessor, capable to adapt to varying operating conditions (such as low or even unstable voltage levels) and application requirements in the runtime, is one of today’s grand challenges. In this thesis this challenge is addressed by proposing a new design flow for the development of an ISA for microprocessors, which can be altered to suit a particular hardware platform or a specific operating mode. This flow uses an expressive and powerful formalism for the specification of processor instruction sets called the Conditional Partial Order Graph (CPOG). The CPOG model captures large sets of behavioural scenarios for a microarchitectural level in a computationally efficient form amenable to formal transformations for synthesis, verification and automated derivation of asynchronous hardware for the CPU microcontrol. The feasibility of the methodology, novel design flow and a number of optimisation techniques was proven in a full size asynchronous Intel 8051 microprocessor and its demonstrator silicon. The chip showed the ability to work in a wide range of operating voltage and environmental conditions. Depending on application requirements and power budget our ASIC supports several operating modes: one optimised for energy consumption and the other one for performance. This was achieved by extending a traditional datapath structure with an auxiliary control layer for adaptable and fault tolerant operation. These and other optimisations resulted in a reconfigurable and adaptable implementation, which was proven by measurements, analysis and evaluation of the chip.EPSR

Design of Digital SoC for Operation at High Temperatures

There is a growing demand for Systems-on-Chip, integrating microprocessors, on-chip memories, data converters and a variety of sensors, which are capable of reliable operation at high temperatures. For instance, modern aircraft industry demands microcontrollers and electric motors to operate at high temperatures, in order to replace present hydraulic structures. This thesis explains how to design digital SoC which are capable of reliable operation at high temperatures. The essential part of this thesis focuses on the design, implementation, fabrication and high-temperature measurements of on-chip Latch based SRAM, PowerPC e200 based microcontroller, digital temperature sensor and Flash A/D converter. Embedded on-chip SRAM modules are one of the most important components in the modern SoC. We analyze thermally-caused failures in the 6T SRAM cell and elaborate on its reliability. Further, we show that Latch based SRAM modules are preferable to 6T SRAM for reliable operation beyond 150C, by comparing two 1kB SRAM modules implemented in standard 0.18um SOI CMOS process. We demonstrate reliable SRAM operation at 275C (fmax = 10MHz, Ptot = 400mW), that is by far the highest reported operating temperature for digital on-chip SRAM module. Designing SoCs for reliable operation at elevated temperatures is a significant challenge, due to increased static leakage current, reduced carrier mobility, and increased electromigration. We propose to customize a PowerPC e200 based SoC by using a dynamically reconfigurable clock frequency, exhaustive clock gating, and electromigration-resistant power distribution network. We fabricated a 20x9mm2 chip implementing this design in 0.35um Bulk CMOS process. We present worldâs first PowerPC based SoC for reliable operation at 225C (fmax = 30MHz, Ptot = 1.2W). This design outperforms previously reported PowerPC based SoCs, which are not operational at temperatures beyond 125C. The on-chip measurements of the p-n junction temperature allow reliability improvements for the SoC that operates at high temperatures. Low-resolution temperature measurements are efficiently used for adjusting the optimal operation frequency and supply voltage. We used the Time-to-Digital conversion technique to design a fully-digital temperature sensor. We designed and simulated a fully-digital 5bit temperature sensor for 10C resolution temperature measurements in between Tj,min = -45C and Tj,max = 125C. Further, using a single clock cycle Time-to-Digital conversion technique, we present a fully-digital 5bit Pulse based Flash ADC implemented in 0.18um Bulk CMOS process. Measurement results demonstrate the state-of-the-art power efficiency result of 450 fJ/conv (fmax = 83MHz, Ptot = 900uW)

Integrated Circuits/Microchips

With the world marching inexorably towards the fourth industrial revolution (IR 4.0), one is now embracing lives with artificial intelligence (AI), the Internet of Things (IoTs), virtual reality (VR) and 5G technology. Wherever we are, whatever we are doing, there are electronic devices that we rely indispensably on. While some of these technologies, such as those fueled with smart, autonomous systems, are seemingly precocious; others have existed for quite a while. These devices range from simple home appliances, entertainment media to complex aeronautical instruments. Clearly, the daily lives of mankind today are interwoven seamlessly with electronics. Surprising as it may seem, the cornerstone that empowers these electronic devices is nothing more than a mere diminutive semiconductor cube block. More colloquially referred to as the Very-Large-Scale-Integration (VLSI) chip or an integrated circuit (IC) chip or simply a microchip, this semiconductor cube block, approximately the size of a grain of rice, is composed of millions to billions of transistors. The transistors are interconnected in such a way that allows electrical circuitries for certain applications to be realized. Some of these chips serve specific permanent applications and are known as Application Specific Integrated Circuits (ASICS); while, others are computing processors which could be programmed for diverse applications. The computer processor, together with its supporting hardware and user interfaces, is known as an embedded system.In this book, a variety of topics related to microchips are extensively illustrated. The topics encompass the physics of the microchip device, as well as its design methods and applications

Power and spectrally efficient integrated high-speed LED drivers for visible light communication

Recent trends in mobile broadband indicates that the available radio frequency (RF) spectrum will not be enough to support the data requirements of the immediate future. Visible light communication, which uses visible spectrum to transmit wirelessly could be a potential solution to the RF ’Spectrum Crunch’. Thus there is growing interest all over the world in this domain with support from both academia and industry. Visible light communication( VLC) systems make use of light emitting diodes (LEDs), which are semiconductor light sources to transmit information. A number of demonstrators at different data capacity and link distances has been reported in this area. One of the key problems holding this technology from taking off is the unavailability of power efficient, miniature LED drive schemes. Reported demonstrators, mostly using either off the shelf components or arbitrary waveform generators (AWGs) to drive the LEDs have only started to address this problem by adopting integrated drivers designed for driving lighting installations for communications. The voltage regulator based drive schemes provide high power efficiency (> 90 %) but it is difficult to realise the fast switching required to achieve the Mbps or Gbps data rates needed for modern wireless communication devices. In this work, we are exploiting CMOS technology to realise an integrated LED driver for VLC. Instead of using conventional drive schemes (digital to analogue converter (DAC) + power amplifier or voltage regulators), we realised a current steering DAC based LED driver operating at high currents and sampling rates whilst maintaining power efficiency. Compared to a commercial AWG or discrete LED driver, circuit realised utilisng complementary metal oxide semiconductor (CMOS) technology has resulted in area reduction (29mm2). We realised for the first time a multi-channel CMOS LED driver capable of operating up to a 500 MHz sample rate at an output current of 255 mA per channel and >70% power efficiency. We were able to demonstrate the flexibility of the driver by employing it to realise VLC links using micro LEDs and commercial LEDs. Data rates up to 1 Gbps were achieved using this system employing a multiple input, multiple output (MIMO) scheme. We also demonstrated the wavelength division multiplexing ability of the driver using a red/green/blue commercial LED. The first integrated digital to light converter (DLC), where depending on the input code, a proportional number of LEDs are turned ON, realising a data converter in the optical domain, is also an output from this research. In addition, we propose a differential optical drive scheme where two output branches of a current DAC are used to drive two LEDs achieving higher link performance and power efficiency compared to single LED drive