[go: up one dir, main page]

GB202407044D0 - Polymer analysis using transformer neural network - Google Patents

Polymer analysis using transformer neural network

Info

Publication number
GB202407044D0
GB202407044D0 GBGB2407044.3A GB202407044A GB202407044D0 GB 202407044 D0 GB202407044 D0 GB 202407044D0 GB 202407044 A GB202407044 A GB 202407044A GB 202407044 D0 GB202407044 D0 GB 202407044D0
Authority
GB
United Kingdom
Prior art keywords
neural network
polymer analysis
transformer neural
transformer
polymer
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
GBGB2407044.3A
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Oxford Nanopore Technologies PLC
Original Assignee
Oxford Nanopore Technologies PLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Oxford Nanopore Technologies PLC filed Critical Oxford Nanopore Technologies PLC
Priority to GBGB2407044.3A priority Critical patent/GB202407044D0/en
Publication of GB202407044D0 publication Critical patent/GB202407044D0/en
Priority to PCT/GB2025/051061 priority patent/WO2025238371A1/en
Ceased legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/10—Signal processing, e.g. from mass spectrometry [MS] or from PCR
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6869—Methods for sequencing
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/483—Physical analysis of biological material
    • G01N33/487—Physical analysis of biological material of liquid biological material
    • G01N33/48707—Physical analysis of biological material of liquid biological material by electrical means
    • G01N33/48721—Investigating individual macromolecules, e.g. by translocation through nanopores
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Biophysics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Biomedical Technology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Molecular Biology (AREA)
  • Organic Chemistry (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Data Mining & Analysis (AREA)
  • Biotechnology (AREA)
  • Epidemiology (AREA)
  • Evolutionary Computation (AREA)
  • Immunology (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Biology (AREA)
  • Biochemistry (AREA)
  • Analytical Chemistry (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Software Systems (AREA)
  • Public Health (AREA)
  • Wood Science & Technology (AREA)
  • Databases & Information Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Zoology (AREA)
  • Artificial Intelligence (AREA)
  • Bioethics (AREA)
  • Pathology (AREA)
  • General Physics & Mathematics (AREA)
  • Microbiology (AREA)
  • General Engineering & Computer Science (AREA)
  • Medicinal Chemistry (AREA)
  • Food Science & Technology (AREA)
  • Urology & Nephrology (AREA)
  • Hematology (AREA)
GBGB2407044.3A 2024-05-17 2024-05-17 Polymer analysis using transformer neural network Ceased GB202407044D0 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
GBGB2407044.3A GB202407044D0 (en) 2024-05-17 2024-05-17 Polymer analysis using transformer neural network
PCT/GB2025/051061 WO2025238371A1 (en) 2024-05-17 2025-05-16 Polymer analysis using transformer neural network

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GBGB2407044.3A GB202407044D0 (en) 2024-05-17 2024-05-17 Polymer analysis using transformer neural network

Publications (1)

Publication Number Publication Date
GB202407044D0 true GB202407044D0 (en) 2024-07-03

Family

ID=92932054

Family Applications (1)

Application Number Title Priority Date Filing Date
GBGB2407044.3A Ceased GB202407044D0 (en) 2024-05-17 2024-05-17 Polymer analysis using transformer neural network

Country Status (2)

Country Link
GB (1) GB202407044D0 (en)
WO (1) WO2025238371A1 (en)

Family Cites Families (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6267872B1 (en) 1998-11-06 2001-07-31 The Regents Of The University Of California Miniature support for thin films containing single channels or nanopores and methods for using same
EP1192453B1 (en) 1999-06-22 2012-02-15 President and Fellows of Harvard College Molecular and atomic scale evaluation of biopolymers
WO2001088025A1 (en) 2000-05-16 2001-11-22 Biocure, Inc. Membranes formed from amphiphilic copolymers
WO2005124888A1 (en) 2004-06-08 2005-12-29 President And Fellows Of Harvard College Suspended carbon nanotube field effect transistor
EP3540436B1 (en) 2007-09-12 2023-11-01 President And Fellows Of Harvard College High-resolution molecular sensor
GB0724736D0 (en) 2007-12-19 2008-01-30 Oxford Nanolabs Ltd Formation of layers of amphiphilic molecules
CN102439043A (en) 2009-01-30 2012-05-02 牛津纳米孔技术有限公司 hybrid linker
WO2011046706A1 (en) 2009-09-18 2011-04-21 President And Fellows Of Harvard College Bare single-layer graphene membrane having a nanopore enabling high-sensitivity molecular detection and analysis
CA2781581C (en) 2009-12-01 2018-03-06 Oxford Nanopore Technologies Limited Biochemical analysis instrument
CN103154729B (en) 2010-06-08 2015-01-07 哈佛大学校长及研究员协会 Nanopore device with graphene supported artificial lipid membrane
EP2614156B1 (en) 2010-09-07 2018-08-01 The Regents of The University of California Control of dna movement in a nanopore at one nucleotide precision by a processive enzyme
WO2012107778A2 (en) 2011-02-11 2012-08-16 Oxford Nanopore Technologies Limited Mutant pores
CN108051578B (en) 2011-04-04 2020-07-24 哈佛大学校长及研究员协会 Nanopore Sensing by Local Potential Measurements
KR101963918B1 (en) 2011-05-27 2019-03-29 옥스포드 나노포어 테크놀로지즈 리미티드 Coupling method
EP2987870B1 (en) 2011-10-21 2020-02-19 Oxford Nanopore Technologies Limited Method of characterizing a target polynucleotide using a transmembrane pore and molecular motor
CA2861808C (en) 2011-12-29 2021-02-23 Oxford Nanopore Technologies Limited Enzyme method
WO2013098561A1 (en) 2011-12-29 2013-07-04 Oxford Nanopore Technologies Limited Method for characterising a polynucelotide by using a xpd helicase
CN104350067A (en) 2012-04-10 2015-02-11 牛津纳米孔技术公司 mutant lysin pore
WO2014013259A1 (en) 2012-07-19 2014-01-23 Oxford Nanopore Technologies Limited Ssb method
JP6614972B2 (en) 2012-07-19 2019-12-04 オックスフォード ナノポール テクノロジーズ リミテッド Modified helicase
WO2014013262A1 (en) 2012-07-19 2014-01-23 Oxford Nanopore Technologies Limited Enzyme construct
AU2013336430B2 (en) 2012-10-26 2018-02-15 Oxford Nanopore Technologies Limited Droplet interfaces
GB201313121D0 (en) 2013-07-23 2013-09-04 Oxford Nanopore Tech Ltd Array of volumes of polar medium
SG11201507138RA (en) 2013-03-08 2015-10-29 Oxford Nanopore Tech Ltd Enzyme stalling method
CA2927726A1 (en) 2013-10-18 2015-04-23 Oxford Nanopore Technologies Limited Modified helicases for use in nucleic acid sequencing
WO2016034591A2 (en) 2014-09-01 2016-03-10 Vib Vzw Mutant pores
US10689697B2 (en) 2014-10-16 2020-06-23 Oxford Nanopore Technologies Ltd. Analysis of a polymer
GB201508003D0 (en) 2015-05-11 2015-06-24 Oxford Nanopore Tech Ltd Apparatus and methods for measuring an electrical current
GB201508669D0 (en) 2015-05-20 2015-07-01 Oxford Nanopore Tech Ltd Methods and apparatus for forming apertures in a solid state membrane using dielectric breakdown
WO2017149316A1 (en) 2016-03-02 2017-09-08 Oxford Nanopore Technologies Limited Mutant pore
EP3957990A1 (en) 2017-06-29 2022-02-23 President and Fellows of Harvard College Deterministic stepping of polymers through a nanopore
CN117106038B (en) 2017-06-30 2025-12-09 弗拉芒区生物技术研究所 Novel protein pores
GB201811623D0 (en) 2018-07-16 2018-08-29 Univ Oxford Innovation Ltd Molecular hopper
EP4441744A1 (en) 2021-11-29 2024-10-09 Oxford Nanopore Technologies Ltd. Nanopore measurement signal analysis
EP4500536A1 (en) * 2022-03-25 2025-02-05 Illumina, Inc. Sequence-to-sequence base calling

Also Published As

Publication number Publication date
WO2025238371A1 (en) 2025-11-20

Similar Documents

Publication Publication Date Title
EP4262121A4 (en) Neural network training method and related apparatus
GB202203221D0 (en) Neural network training technique
GB2597374B (en) Interface translation using one or more neural networks
GB2596392B (en) Distance determinations using one or more neural networks
EP4135226A4 (en) METHOD AND APPARATUS FOR ADJUSTING NEURONAL NETWORK
GB2596637B (en) Content management using one or more neural networks
GB202107388D0 (en) Neural network architecture for transaction
EP4170548A4 (en) Method and device for constructing neural network
EP3912106A4 (en) Apparatus and a method for neural network compression
EP4361843A4 (en) Neural network searching method and related device
EP4163827A4 (en) Method and device for acquiring neural network
IL288021B1 (en) Cluster-connected neural network
GB202407044D0 (en) Polymer analysis using transformer neural network
EP4148627A4 (en) Neural network scheduling method and apparatus
GB202215480D0 (en) A neural network training method and apparatus thereof
GB202414496D0 (en) Neural network
GB202403991D0 (en) Attention-based neural network
GB202400306D0 (en) Neural network
GB2614237B (en) Method of analysing a spectral peak using a neural network
GB202212322D0 (en) Training object detection neural networks
GB202206126D0 (en) Neural network construction
EP4589905A4 (en) Network problem analysis method and related apparatus
GB202413806D0 (en) System,apparatus and method for training a transformer encoder neural network
GB202501147D0 (en) Neural network processing
GB202511461D0 (en) Improved neural networks

Legal Events

Date Code Title Description
AT Applications terminated before publication under section 16(1)