Methods, systems, and computer-readable media for accelerated base calling

    公开(公告)号:US12241121B2

    公开(公告)日:2025-03-04

    申请号:US15929970

    申请日:2020-06-01

    Inventor: Benjamin Donnet

    Abstract: Embodiments disclose methods, systems, and computer-readable media for accelerated base calling of sequencing data. These methods may be adapted to accelerate sequence determination for data arising from a variety of different nucleic acid sequencing platforms. In various embodiments, configurable logic circuits such as FPGAs and GPUs may be adapted to perform raw signal processing, basecalling, and/or sequence determination operations providing further enhancements to the sequence analysis methods.

    Methods, systems, and computer-readable media for accelerated base calling

    公开(公告)号:US10676787B2

    公开(公告)日:2020-06-09

    申请号:US14880439

    申请日:2015-10-12

    Inventor: Benjamin Donnet

    Abstract: Embodiments disclose methods, systems, and computer-readable media for accelerated base calling of sequencing data. These methods may be adapted to accelerate sequence determination for data arising from a variety of different nucleic acid sequencing platforms. In various embodiments, configurable logic circuits such as FPGAs and GPUs may be adapted to perform raw signal processing, basecalling, and/or sequence determination operations providing further enhancements to the sequence analysis methods.

    Methods, systems, and computer-readable media for compression of sequencing data

    公开(公告)号:US10254242B2

    公开(公告)日:2019-04-09

    申请号:US14729640

    申请日:2015-06-03

    Inventor: Benjamin Donnet

    Abstract: Methods, systems, and computer-readable media are disclosed for compression of sequencing data. One method includes receiving waveform data associated with a chemical event occurring on a sensor array, the waveform data including a plurality of time-based waveforms of a corresponding plurality of locations of the sensor array; converting, by at least one processor, each time-based waveform of the waveform data into a frequency-domain spectrum; generating, by the at least one processor, a key frame based on a plurality of the frequency-domain spectrums; calculating, by the at least one processor, for each of the frequency-domain spectrums, a difference between the frequency-domain spectrum and the key frame; and encoding, by the at least one processor, each calculated difference between the frequency-domain spectrum and the key frame.

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