There is, I think, something ethereal about i —the square root of minus one. I remember first hearing about it at school. It seemed an odd beast at that time—an intruder hovering on the edge of reality.

Usually familiarity dulls this sense of the bizarre, but in the case of i it was the reverse: over the years the sense of its surreal nature intensified. It seemed that it was impossible to write mathematics that described the real world in …

I and i

Face recognition presents a challenging problem in the field of image analysis and computer vision, and as such has received a great deal of attention over the last few years because of its many applications in various domains. Face recognition techniques can be broadly divided into three categories based on the face data acquisition methodology: methods that operate on intensity images; those that deal with video sequences; and those that require other sensory data such as 3D information or infra-red imagery. In this paper, an overview of some of the well-known methods in each of these categories is provided and some of the benefits and drawbacks of the schemes mentioned therein are examined. Furthermore, a discussion outlining the incentive for using face recognition, the applications of this technology, and some of the difficulties plaguing current systems with regard to this task has also been provided. This paper also mentions some of the most recent algorithms developed for this purpose and attempts to give an idea of the state of the art of face recognition technology.

https://www.koreascience.or.kr:443/article/JAKO200920237949770.pdf

A Survey of Face Recognition Techniques

High-performance parallel computer architecture and systems have been improved at a phenomenal rate. In the meantime, VLSI computer-aided design (CAD) software for multibillion-transistor IC design has become increasingly complex and requires prohibitively high computational resources. Recent studies have shown that, numerous CAD problems, with their high computational complexity, can greatly benefit from the fast-increasing parallel computation capabilities. However, parallel programming imposes big challenges for CAD applications. Fully exploiting the computational power of emerging general-purpose and domain-specific multicore/many-core processor systems, calls for fundamental research and engineering practice across every stage of parallel CAD design, from algorithm exploration, programming models, design-time and run-time environment, to CAD applications, such as verification, optimization, and simulation. This journal special section will cover recent progress on parallel CAD research, including algorithm foundations, programming models, parallel architectural-specific optimization, and verification. More specifically, papers with in-depth and extensive coverage of the following topics will be considered, as well as other topics relevant to the design of parallel CAD algorithms and software tools. 1. Parallel algorithm design and specification for CAD applications 2. Parallel programming models and languages of particular use in CAD 3. Runtime support and performance optimization for CAD applications 4. Parallel architecture-specific design and optimization for CAD applications 5. Parallel program debugging and verification techniques particularly relevant for CAD The papers should be submitted via the Manuscript Central website and should adhere to standard ACM TODAES formatting requirements (http://todaes.acm.org/). The page count limit is 25.

Parallel CAD: Algorithm Design and Programming Special Section Call for Papers TODAES: ACM Transactions on Design Automation of Electronic Systems

http://www.lcc.uma.es/~eat/pdf/itor2013.pdf

Parallel metaheuristics: recent advances and new trends

Over the past decade, system-on-chip (SoC) designs have evolved to address the ever increasing complexity of applications, fueled by the era of digital convergence. Improvements in process technology have effectively shrunk board-level components so they can be integrated on a single chip. New on-chip communication architectures have been designed to support all inter-component communication in a SoC design. These communication architecture fabrics have a critical impact on the power consumption, performance, cost and design cycle time of modern SoC designs. As application complexity strains the communication backbone of SoC designs, academic and industrial R&D efforts and dollars are increasingly focused on communication architecture design. 

This book is a comprehensive reference on concepts, research and trends in on-chip communication architecture design. It will provide readers with a comprehensive survey, not available elsewhere, of all current standards for on-chip communication architectures.

KEY FEATURES
* A definitive guide to on-chip communication architectures, explaining key concepts, surveying research efforts and predicting future trends
* Detailed analysis of all popular standards for on-chip communication architectures
* Comprehensive survey of all research on communication architectures, covering a wide range of topics relevant to this area, spanning the past several years, and up to date with the most current research efforts
* Future trends that with have a significant impact on research and design of communication architectures over the next several years

On-Chip Communication Architectures: System on Chip Interconnect

Reversible logic is gaining interest in the recent past due to its less heat dissipating characteristics. It has been proved that any Boolean function can be implemented using reversible gates. In this paper we propose a set of basic sequential elements that could be used for building large reversible sequential circuits leading to logic and garbage reduction by a factor of 2 to 6 when compared to existing reversible designs reported in the literature.

Efficient Building Blocks for Reversible Sequential Circuit Design

Considerable research has been done in the area of bus-encoding techniques, for either power minimization or cross-talk elimination in system-level buses, but not both together. We propose No Adjacent Transition (NAT) coding scheme, a bus encoding technique that simultaneously reduces power consumption and eliminates cross-talk. NAT-encoding and decoding algorithms are proposed and an analytical study of power dissipation is presented.

A bus encoding technique for power and cross-talk minimization

Excessive dynamic voltage drop in the power supply rails during test mode is known to result in false failures and impact yield when testing devices that use low-cost wire-bond packages. Identifying and debugging such test failures is a complex and effort-intensive process, especially when scan compression is involved. From a design cycle-tune view point, it is best to avoid this problem by generating "power-safe" scan patterns. The generation of power-safe patterns must take into consideration the DFT architecture, physical design, tuning and power constraints. In this paper, the authors propose such a framework and show experimental results on some benchmark circuits. The framework can address a non-uniform power grid and region-based power constraints. The authors show that glitching activity on nodes must be considered in order to correctly handle constraints on instantaneous peak power. The framework includes a power profiler that can analyze a pattern source for violations and a PODEM-based pattern generation engine for generating power-safe patterns.

Glitch-Aware Pattern Generation and Optimization Framework for Power-Safe Scan Test

Deeply scaled CMOS circuits are vulnerable to soft and hard errors. These errors pose reliability concerns, especially for systems used in radiation-prone environments like space and nuclear applications. This paper presents SHAKTI-F, a RISC-V based SEE-tolerant micro-processor architecture that provides a solution to the reliability issues mentioned above. The proposed architecture uses error correcting codes (ECC) to tolerate errors in registers and memories, while it employs a combination of space and time redundancy based techniques to tolerate errors in the ALU. Two novel re-computation techniques for detecting errors for the addition/subtraction and multiplication modules are proposed. The scheme also identifies parts of the circuitry that need to be radiation hardened thus providing a total protection to SEEs. The proposed scheme provides fine-grain error detection capability that help in localization of the error to a specific functional unit and isolating the same, rather than the entire processor or a large module within a processor. This provides a graceful degradation and/or fail-safe shutdown capability to the processor. The HDL model of the processor was validated by simulating it with randomly induced SEEs. The proposed scheme adds an extra penalty of only 20% on the core area and 25% penalty on the performance when compared with conventional systems. This is very less when compared to the penalty incurred by employing schemes including double modular and triple modular redundancy. Interestingly, there is a 45% reduction in power consumption due to introduction of faulttolerance. The resulting system runs at 330M Hz on a 55nm technology node, which is sufficient for the class of applications these cores are utilized for.

SHAKTI-F: A Fault Tolerant Microprocessor Architecture

State-of-the-Art Computer Architecture research at Indian Academic Institutions is majorly restricted due to unavailability of processor design models that are close to current commercially available cores. The SHAKTI processor initiative aims at breaking this barrier between Academia and Industry by providing open-source Processor and SoC designs. With the advent of RISC-V ISA by UC Berkeley, we have a simple, clean and most importantly an open source ISA that can be used to design processors which have the potential to match the current day processors in the market. The initiative is also driven to provide substantial information about design decisions and promote more competitive learning environment in academia. The processors from SHAKTI will help in aiding research related to architecture, where one can run simulations on the actual hardware and obtain much accurate results, rather than settling with a lesser accurate software simulation. Since these processors and designs are targeted for real-world use, they can also be freely adopted by industries, thereby supporting the initiative further in terms of product-driven research.In this workshop we plan to talk about the various designs that we are working on and how they can be used. The proposed tutorial consists of four parts. The first part emphasizes on the need for open-source hardware design and the rationale behind our choices of ISA and HDL. The second part covers about our microcontroller class (C-class) core and the verification and debug environment. The third part presents our flagship processor which is the industrial class (I-class) core; the various design decisions involved and some performance metrics. The final part concludes on the note of future work and upcoming releases under SHAKTI.

V. Kamakoti

Papers

Efficient Building Blocks for Reversible Sequential Circuit Design

A bus encoding technique for power and cross-talk minimization

Glitch-Aware Pattern Generation and Optimization Framework for Power-Safe Scan Test

SHAKTI-F: A Fault Tolerant Microprocessor Architecture

SHAKTI Processors: An Open-Source Hardware Initiative