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[HTML][HTML] From molecules to genomic variations: Accelerating genome analysis via intelligent algorithms and architectures
We now need more than ever to make genome analysis more intelligent. We need to read,
analyze, and interpret our genomes not only quickly, but also accurately and efficiently …
analyze, and interpret our genomes not only quickly, but also accurately and efficiently …
[HTML][HTML] From GPUs to AI and quantum: three waves of acceleration in bioinformatics
B Schmidt, A Hildebrandt - Drug Discovery Today, 2024 - Elsevier
The enormous growth in the amount of data generated by the life sciences is continuously
shifting the field from model-driven science towards data-driven science. The need for …
shifting the field from model-driven science towards data-driven science. The need for …
GenStore: A high-performance in-storage processing system for genome sequence analysis
Read map** is a fundamental step in many genomics applications. It is used to identify
potential matches and differences between fragments (called reads) of a sequenced …
potential matches and differences between fragments (called reads) of a sequenced …
AM4: MRAM Crossbar Based CAM/TCAM/ACAM/AP for In-Memory Computing
In-memory computing seeks to minimize data movement and alleviate the memory wall by
computing in-situ, in the same place that the data is located. One of the key emerging …
computing in-situ, in the same place that the data is located. One of the key emerging …
Accelerating genome analysis: A primer on an ongoing journey
Genome analysis fundamentally starts with a process known as read map**, where
sequenced fragments of an organism's genome are compared against a reference genome …
sequenced fragments of an organism's genome are compared against a reference genome …
A resistive CAM processing-in-storage architecture for DNA sequence alignment
A novel processing-in-storage (PRinS) architecture based on Resistive CAM (ReCAM) is
described and proposed for Smith-Waterman (SW) sequence alignment. The ReCAM PRinS …
described and proposed for Smith-Waterman (SW) sequence alignment. The ReCAM PRinS …
RAPID: A ReRAM processing in-memory architecture for DNA sequence alignment
Sequence alignment is a core component of many biological applications. As the
advancement in sequencing technologies produces a tremendous amount of data on an …
advancement in sequencing technologies produces a tremendous amount of data on an …
SWIFOLD: Smith-Waterman implementation on FPGA with OpenCL for long DNA sequences
Abstract Background The Smith-Waterman (SW) algorithm is the best choice for searching
similar regions between two DNA or protein sequences. However, it may become …
similar regions between two DNA or protein sequences. However, it may become …
CUDASW++ 4.0: ultra-fast GPU-based Smith–Waterman protein sequence database search
Background The maximal sensitivity for local pairwise alignment makes the Smith-Waterman
algorithm a popular choice for protein sequence database search. However, its quadratic …
algorithm a popular choice for protein sequence database search. However, its quadratic …