Hardware Accelerated DNA Sequencing

Hardware Accelerated DNA Sequencing
Author: Zhongpan Wu
Publisher:
Total Pages: 0
Release: 2019
Genre:
ISBN:


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DNA sequencing technology is quickly evolving. The latest developments ex- ploit nanopore sensing and microelectronics to realize real-time, hand-held devices. A critical limitation in these portable sequencing machines is the requirement of powerful data processing consoles, a need incompatible with portability and wide deployment. This thesis proposes a rst step towards addressing this problem, the construction of specialized computing modules { hardware accelerators { that can execute the required computations in real-time, within a small footprint, and at a fraction of the power needed by conventional computers. Such a hardware accel- erator, in FPGA form, is introduced and optimized specically for the basecalling function of the DNA sequencing pipeline. Key basecalling computations are identi- ed and ported to custom FPGA hardware. Remaining basecalling operations are maintained in a traditional CPU which maintains constant communications with its FPGA accelerator over the PCIe bus. Measured results demonstrated a 137X basecalling speed improvement over CPU-only methods while consuming 17X less power than a CPU-only method.


Hardware Accelerated DNA Sequencing
Language: en
Pages: 0
Authors: Zhongpan Wu
Categories:
Type: BOOK - Published: 2019 - Publisher:

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DNA sequencing technology is quickly evolving. The latest developments ex- ploit nanopore sensing and microelectronics to realize real-time, hand-held devices.
Hardware Acceleration and Algorithms for Genomic Sequence Alignment and Its Applications
Language: en
Pages:
Authors: Yatish Turakhia
Categories:
Type: BOOK - Published: 2019 - Publisher:

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While genome sequencing data continues to rise exponentially (80%/year), transistor performance scaling has considerably slowed down (3%/year). Domain-specific
Accelerated Systems for Portable DNA Sequencing
Language: en
Pages: 132
Authors: Harisankar Sadasivan
Categories: Computers
Type: BOOK - Published: 2023-04-30 - Publisher: Harisankar Sadasivan

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The MinION is a revolutionary handheld DNA sequencer that is inexpensive, portable, and can perform real-time sequencing. MinION is increasingly used in Precisi
Computational Biology and Applied Bioinformatics
Language: en
Pages: 458
Authors: Heitor Lopes
Categories: Computers
Type: BOOK - Published: 2011-09-02 - Publisher: IntechOpen

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Nowadays it is difficult to imagine an area of knowledge that can continue developing without the use of computers and informatics. It is not different with bio
New High Throughput Technologies for DNA Sequencing and Genomics
Language: en
Pages: 399
Authors: Keith R. Mitchelson
Categories: Science
Type: BOOK - Published: 2011-09-22 - Publisher: Elsevier

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Since the independent invention of DNA sequencing by Sanger and by Gilbert 30 years ago, it has grown from a small scale technique capable of reading several ki