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FPGA Based Accelerator for Haplotype Inference

FPGA Based Accelerator for Haplotype Inference PDF Author: Naim Majeed Harb
Publisher:
ISBN:
Category :
Languages : en
Pages : 140

Book Description
Hardware accelerators have been used to accelerate various bioinformatics applic ations without altering their accuracy. These accelerators were also seen to acc elerate sophisticated algorithms where powerful computational techniques are use d to accumulate, analyze, simulate and estimate biological data. These accelerat ors are hardware accelerators mostly made up of Field Programmable Gate Array (F PGA) hybrid systems or multiple FPGA systems. One bioinformatics application in need for acceleration is the haplotype inferen ce application. This application is essential in producing maps used to identify complex diseases. It is also used in finding phylogenetic trees that provide re lationships among different populations. The main objective of this thesis is to build an FPGA-hybrid system connected to a host PC that will accelerate PHASE (one important haplotype inference applica tion) and enhance its processing time while maintaining the same accuracy and fu nctionality.

FPGA Based Accelerator for Haplotype Inference

FPGA Based Accelerator for Haplotype Inference PDF Author: Naim Majeed Harb
Publisher:
ISBN:
Category :
Languages : en
Pages : 140

Book Description
Hardware accelerators have been used to accelerate various bioinformatics applic ations without altering their accuracy. These accelerators were also seen to acc elerate sophisticated algorithms where powerful computational techniques are use d to accumulate, analyze, simulate and estimate biological data. These accelerat ors are hardware accelerators mostly made up of Field Programmable Gate Array (F PGA) hybrid systems or multiple FPGA systems. One bioinformatics application in need for acceleration is the haplotype inferen ce application. This application is essential in producing maps used to identify complex diseases. It is also used in finding phylogenetic trees that provide re lationships among different populations. The main objective of this thesis is to build an FPGA-hybrid system connected to a host PC that will accelerate PHASE (one important haplotype inference applica tion) and enhance its processing time while maintaining the same accuracy and fu nctionality.

Architecture Exploration of FPGA Based Accelerators for BioInformatics Applications

Architecture Exploration of FPGA Based Accelerators for BioInformatics Applications PDF Author: B. Sharat Chandra Varma
Publisher: Springer
ISBN: 9811005915
Category : Technology & Engineering
Languages : en
Pages : 133

Book Description
This book presents an evaluation methodology to design future FPGA fabrics incorporating hard embedded blocks (HEBs) to accelerate applications. This methodology will be useful for selection of blocks to be embedded into the fabric and for evaluating the performance gain that can be achieved by such an embedding. The authors illustrate the use of their methodology by studying the impact of HEBs on two important bioinformatics applications: protein docking and genome assembly. The book also explains how the respective HEBs are designed and how hardware implementation of the application is done using these HEBs. It shows that significant speedups can be achieved over pure software implementations by using such FPGA-based accelerators. The methodology presented in this book may also be used for designing HEBs for accelerating software implementations in other domains besides bioinformatics. This book will prove useful to students, researchers, and practicing engineers alike.

FPGA-based Accelerator for DNA Error Correction

FPGA-based Accelerator for DNA Error Correction PDF Author: 劉明宏
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description


A High Performance FPGA-Based Accelerator for Biological Sequence Alignment

A High Performance FPGA-Based Accelerator for Biological Sequence Alignment PDF Author: 潘致中
Publisher:
ISBN:
Category :
Languages : en
Pages : 65

Book Description


Design and Implementation of FPGA-based DNA Sequence Alignment Accelerator

Design and Implementation of FPGA-based DNA Sequence Alignment Accelerator PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 51

Book Description


Integration and Evaluation of an FPGA-based Accelerator Card in the Workflow of Opencast

Integration and Evaluation of an FPGA-based Accelerator Card in the Workflow of Opencast PDF Author: Sven Dyhr
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Book Description


Genetic Algorithms in Search, Optimization, and Machine Learning

Genetic Algorithms in Search, Optimization, and Machine Learning PDF Author: David Edward Goldberg
Publisher: Addison-Wesley Professional
ISBN:
Category : Computers
Languages : en
Pages : 436

Book Description
A gentle introduction to genetic algorithms. Genetic algorithms revisited: mathematical foundations. Computer implementation of a genetic algorithm. Some applications of genetic algorithms. Advanced operators and techniques in genetic search. Introduction to genetics-based machine learning. Applications of genetics-based machine learning. A look back, a glance ahead. A review of combinatorics and elementary probability. Pascal with random number generation for fortran, basic, and cobol programmers. A simple genetic algorithm (SGA) in pascal. A simple classifier system(SCS) in pascal. Partition coefficient transforms for problem-coding analysis.

A Guide to Chi-Squared Testing

A Guide to Chi-Squared Testing PDF Author: Priscilla E. Greenwood
Publisher: John Wiley & Sons
ISBN: 9780471557791
Category : Mathematics
Languages : en
Pages : 318

Book Description
The first step-by-step guide to conducting successful Chi-squaredtests Chi-squared testing is one of the most commonly applied statisticaltechniques. It provides reliable answers for researchers in a widerange of fields, including engineering, manufacturing, finance,agriculture, and medicine. A Guide to Chi-Squared Testing brings readers up to date on recentinnovations and important material previously published only in theformer Soviet Union. Its clear, concise treatment and practicaladvice make this an ideal reference for all researchers andconsultants. Authors Priscilla E. Greenwood and Mikhail S. Nikulin demonstratethe application of these general purpose tests in a wide variety ofspecific settings. They also * Detail the various decisions to be made when applying Chi-squaredtests to real data, and the proper application of these tests instandard hypothesis-testing situations * Describe how Chi-squared type tests allow statisticians toconstruct a test statistic whose distribution is asymptoticallyChi-squared, and to compute power against various alternatives * Devote half of the book to examples of Chi-squared tests that canbe easily adapted to situations not covered in the book * Provide a self-contained, accessible treatment of themathematical requisites * Include an extensive bibliography and suggestions for furtherreading

Dorland's Dictionary of Medical Acronyms and Abbreviations E-Book

Dorland's Dictionary of Medical Acronyms and Abbreviations E-Book PDF Author: Dorland
Publisher: Elsevier Health Sciences
ISBN: 0323442544
Category : Medical
Languages : en
Pages : 488

Book Description
Medical acronyms and abbreviations offer convenience, but those countless shortcuts can often be confusing. Now a part of the popular Dorland’s suite of products, this reference features thousands of terms from across various medical specialties. Its alphabetical arrangement makes for quick reference, and expanded coverage of symbols ensures they are easier to find. Effective communication plays an important role in all medical settings, so turn to this trusted volume for nearly any medical abbreviation you might encounter. Symbols section makes it easier to locate unusual or seldom-used symbols. Convenient alphabetical format allows you to find the entry you need more intuitively. More than 90,000 entries and definitions. Many new and updated entries including terminology in expanding specialties, such as Nursing; Physical, Occupational, and Speech Therapies; Transcription and Coding; Computer and Technical Fields. New section on abbreviations to avoid, including Joint Commission abbreviations that are not to be used. Incorporates updates suggested by the Institute for Safe Medication Practices (ISMP).

High-Performance Modelling and Simulation for Big Data Applications

High-Performance Modelling and Simulation for Big Data Applications PDF Author: Joanna Kołodziej
Publisher: Springer
ISBN: 3030162729
Category : Computers
Languages : en
Pages : 364

Book Description
This open access book was prepared as a Final Publication of the COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications (cHiPSet)“ project. Long considered important pillars of the scientific method, Modelling and Simulation have evolved from traditional discrete numerical methods to complex data-intensive continuous analytical optimisations. Resolution, scale, and accuracy have become essential to predict and analyse natural and complex systems in science and engineering. When their level of abstraction raises to have a better discernment of the domain at hand, their representation gets increasingly demanding for computational and data resources. On the other hand, High Performance Computing typically entails the effective use of parallel and distributed processing units coupled with efficient storage, communication and visualisation systems to underpin complex data-intensive applications in distinct scientific and technical domains. It is then arguably required to have a seamless interaction of High Performance Computing with Modelling and Simulation in order to store, compute, analyse, and visualise large data sets in science and engineering. Funded by the European Commission, cHiPSet has provided a dynamic trans-European forum for their members and distinguished guests to openly discuss novel perspectives and topics of interests for these two communities. This cHiPSet compendium presents a set of selected case studies related to healthcare, biological data, computational advertising, multimedia, finance, bioinformatics, and telecommunications.