KR20230154295A - 인공 지능을 위한 병렬 신경 프로세서 - Google Patents
인공 지능을 위한 병렬 신경 프로세서 Download PDFInfo
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- KR20230154295A KR20230154295A KR1020237037603A KR20237037603A KR20230154295A KR 20230154295 A KR20230154295 A KR 20230154295A KR 1020237037603 A KR1020237037603 A KR 1020237037603A KR 20237037603 A KR20237037603 A KR 20237037603A KR 20230154295 A KR20230154295 A KR 20230154295A
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24133—Distances to prototypes
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/243—Classification techniques relating to the number of classes
- G06F18/24323—Tree-organised classifiers
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0499—Feedforward networks
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
- G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/088—Non-supervised learning, e.g. competitive learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/0895—Weakly supervised learning, e.g. semi-supervised or self-supervised learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Evolutionary Computation (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Engineering & Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Molecular Biology (AREA)
- Mathematical Physics (AREA)
- Computational Linguistics (AREA)
- Medical Informatics (AREA)
- Multimedia (AREA)
- Databases & Information Systems (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Neurology (AREA)
- Image Analysis (AREA)
- Probability & Statistics with Applications (AREA)
- Image Processing (AREA)
- Feedback Control In General (AREA)
- Medicines Containing Antibodies Or Antigens For Use As Internal Diagnostic Agents (AREA)
- Processing Of Solid Wastes (AREA)
Applications Claiming Priority (6)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762556312P | 2017-09-08 | 2017-09-08 | |
| US62/556,312 | 2017-09-08 | ||
| US16/124,104 US11507806B2 (en) | 2017-09-08 | 2018-09-06 | Parallel neural processor for Artificial Intelligence |
| US16/124,104 | 2018-09-06 | ||
| KR1020217003616A KR102598208B1 (ko) | 2017-09-08 | 2018-09-07 | 인공 지능을 위한 병렬 신경 프로세서 |
| PCT/IB2018/000994 WO2019048922A1 (en) | 2017-09-08 | 2018-09-07 | PARALLEL NEURONAL PROCESSOR FOR ARTIFICIAL INTELLIGENCE |
Related Parent Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020217003616A Division KR102598208B1 (ko) | 2017-09-08 | 2018-09-07 | 인공 지능을 위한 병렬 신경 프로세서 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| KR20230154295A true KR20230154295A (ko) | 2023-11-07 |
Family
ID=65631231
Family Applications (3)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020237037603A Ceased KR20230154295A (ko) | 2017-09-08 | 2018-09-07 | 인공 지능을 위한 병렬 신경 프로세서 |
| KR1020217003616A Active KR102598208B1 (ko) | 2017-09-08 | 2018-09-07 | 인공 지능을 위한 병렬 신경 프로세서 |
| KR1020207006759A Expired - Fee Related KR102215619B1 (ko) | 2017-09-08 | 2018-09-07 | 인공 지능을 위한 병렬 신경 프로세서 |
Family Applications After (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020217003616A Active KR102598208B1 (ko) | 2017-09-08 | 2018-09-07 | 인공 지능을 위한 병렬 신경 프로세서 |
| KR1020207006759A Expired - Fee Related KR102215619B1 (ko) | 2017-09-08 | 2018-09-07 | 인공 지능을 위한 병렬 신경 프로세서 |
Country Status (9)
| Country | Link |
|---|---|
| US (4) | US11507806B2 (https=) |
| EP (1) | EP3679522A4 (https=) |
| JP (1) | JP7114694B2 (https=) |
| KR (3) | KR20230154295A (https=) |
| CN (2) | CN111033522B (https=) |
| AU (2) | AU2018330840B2 (https=) |
| CA (1) | CA3112064A1 (https=) |
| TW (2) | TWI846192B (https=) |
| WO (1) | WO2019048922A1 (https=) |
Families Citing this family (20)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10592450B2 (en) * | 2016-10-20 | 2020-03-17 | Micron Technology, Inc. | Custom compute cores in integrated circuit devices |
| JP6866762B2 (ja) * | 2017-05-18 | 2021-04-28 | いすゞ自動車株式会社 | 車両用情報処理システム |
| US11507806B2 (en) | 2017-09-08 | 2022-11-22 | Rohit Seth | Parallel neural processor for Artificial Intelligence |
| US11443185B2 (en) * | 2018-10-11 | 2022-09-13 | Powerchip Semiconductor Manufacturing Corporation | Memory chip capable of performing artificial intelligence operation and method thereof |
| US11074344B2 (en) * | 2018-12-19 | 2021-07-27 | Intel Corporation | Methods and apparatus to detect side-channel attacks |
| US11210554B2 (en) | 2019-03-21 | 2021-12-28 | Illumina, Inc. | Artificial intelligence-based generation of sequencing metadata |
| US11783917B2 (en) | 2019-03-21 | 2023-10-10 | Illumina, Inc. | Artificial intelligence-based base calling |
| US11593649B2 (en) | 2019-05-16 | 2023-02-28 | Illumina, Inc. | Base calling using convolutions |
| US11423306B2 (en) | 2019-05-16 | 2022-08-23 | Illumina, Inc. | Systems and devices for characterization and performance analysis of pixel-based sequencing |
| US12592298B2 (en) | 2020-02-20 | 2026-03-31 | Illumina, Inc. | Hardware execution and acceleration of artificial intelligence-based base caller |
| US12591780B2 (en) | 2020-02-20 | 2026-03-31 | Illumina, Inc. | Data compression for artificial intelligence-based base calling |
| US12354008B2 (en) | 2020-02-20 | 2025-07-08 | Illumina, Inc. | Knowledge distillation and gradient pruning-based compression of artificial intelligence-based base caller |
| CA3168435A1 (en) | 2020-02-20 | 2021-08-26 | Illumina Inc. | Artificial intelligence-based many-to-many base calling |
| WO2022047802A1 (en) * | 2020-09-07 | 2022-03-10 | Alibaba Group Holding Limited | Processing-in-memory device and data processing method thereof |
| US20220301657A1 (en) | 2021-03-16 | 2022-09-22 | Illumina, Inc. | Tile location and/or cycle based weight set selection for base calling |
| US20220336057A1 (en) | 2021-04-15 | 2022-10-20 | Illumina, Inc. | Efficient voxelization for deep learning |
| US12217829B2 (en) | 2021-04-15 | 2025-02-04 | Illumina, Inc. | Artificial intelligence-based analysis of protein three-dimensional (3D) structures |
| US12530882B2 (en) | 2021-07-01 | 2026-01-20 | Illumina, Inc. | Efficient artificial intelligence-based base calling of index sequences |
| CN117217067A (zh) * | 2022-05-31 | 2023-12-12 | 北京有竹居网络技术有限公司 | 仿真装置、仿真系统及其仿真方法、存储介质 |
| TWI892755B (zh) * | 2024-07-17 | 2025-08-01 | 凌陽科技股份有限公司 | 計算機硬體系統以及人工智慧計算程序 |
Family Cites Families (35)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| FR2460078B1 (fr) * | 1979-06-25 | 1986-12-12 | Trt Telecom Radio Electr | Joncteur d'abonne electronique |
| US5253328A (en) | 1989-11-17 | 1993-10-12 | Microelectronics & Computer Technology Corp. | Neural-network content-addressable memory |
| US5167008A (en) * | 1990-12-14 | 1992-11-24 | General Electric Company | Digital circuitry for approximating sigmoidal response in a neural network layer |
| JP3088171B2 (ja) * | 1991-02-12 | 2000-09-18 | 三菱電機株式会社 | 自己組織型パタ−ン分類システム及び分類方法 |
| JP3090550B2 (ja) * | 1992-09-03 | 2000-09-25 | フィガロ技研株式会社 | ガス検出システム |
| US5444796A (en) * | 1993-10-18 | 1995-08-22 | Bayer Corporation | Method for unsupervised neural network classification with back propagation |
| EP0892956A4 (en) * | 1996-02-09 | 2002-07-24 | Sarnoff Corp | METHOD AND APPARATUS FOR TRAINING A NEURAL NETWORK TO DETECT AND CLASSIFY OBJECTS WITH UNCERTAIN TRAINING DATA |
| US6028956A (en) * | 1997-04-04 | 2000-02-22 | Kofile Inc. | Object location and span determination method and apparatus which determines a location and span of an object in an image |
| US6294926B1 (en) | 1999-07-16 | 2001-09-25 | Philips Electronics North America Corporation | Very fine-grain field programmable gate array architecture and circuitry |
| US7412428B2 (en) * | 2002-03-12 | 2008-08-12 | Knowmtech, Llc. | Application of hebbian and anti-hebbian learning to nanotechnology-based physical neural networks |
| US7627540B2 (en) | 2005-06-28 | 2009-12-01 | Neurosciences Research Foundation, Inc. | Addressing scheme for neural modeling and brain-based devices using special purpose processor |
| ES2545093T3 (es) | 2005-09-16 | 2015-09-08 | Devgen N.V. | Métodos basados en plantas transgénicas para plagas de plantas usando ARNi |
| WO2008067676A1 (en) | 2006-12-08 | 2008-06-12 | Medhat Moussa | Architecture, system and method for artificial neural network implementation |
| CN110872587A (zh) | 2007-05-22 | 2020-03-10 | 康乃尔研究基金会有限公司 | 蛋白质在细菌及其衍生小泡表面展示的组合物和方法及其用途 |
| DE102009029519A1 (de) * | 2009-09-16 | 2011-03-24 | Robert Bosch Gmbh | Digital-Analog-Wandlerschaltung und Verfahren zur Fehlererkennung |
| US20110098963A1 (en) | 2009-10-23 | 2011-04-28 | Cisco Technology, Inc. | Context based testing |
| EP2864484A1 (en) | 2012-06-22 | 2015-04-29 | Syngenta Participations AG | Biological control of coleopteran pests |
| US9082078B2 (en) | 2012-07-27 | 2015-07-14 | The Intellisis Corporation | Neural processing engine and architecture using the same |
| US9195934B1 (en) | 2013-01-31 | 2015-11-24 | Brain Corporation | Spiking neuron classifier apparatus and methods using conditionally independent subsets |
| US9672464B2 (en) | 2014-02-28 | 2017-06-06 | Qualcomm Incorporated | Method and apparatus for efficient implementation of common neuron models |
| US9224091B2 (en) | 2014-03-10 | 2015-12-29 | Globalfoundries Inc. | Learning artificial neural network using ternary content addressable memory (TCAM) |
| KR101510991B1 (ko) | 2014-05-09 | 2015-04-10 | 포항공과대학교 산학협력단 | 저항변화 메모리를 이용한 신경회로망 형태 분류기 및 형태 분류 방법 |
| US9373058B2 (en) * | 2014-05-29 | 2016-06-21 | International Business Machines Corporation | Scene understanding using a neurosynaptic system |
| CN107077782A (zh) * | 2014-08-06 | 2017-08-18 | 李宗志 | 自适应和/或自主交通控制系统和方法 |
| CN108351985A (zh) * | 2015-06-30 | 2018-07-31 | 亚利桑那州立大学董事会 | 用于大规模机器学习的方法和装置 |
| KR20170028629A (ko) * | 2015-09-04 | 2017-03-14 | 부산대학교 산학협력단 | 신호패턴의 반복횟수 검출방법 및 장치 |
| CN106599992B (zh) * | 2015-10-08 | 2019-04-09 | 上海兆芯集成电路有限公司 | 以处理单元群组作为时间递归神经网络长短期记忆胞进行运作的神经网络单元 |
| DE102015223078A1 (de) | 2015-11-23 | 2017-05-24 | Siemens Aktiengesellschaft | Vorrichtung und Verfahren zum Anpassen von Berechtigungsinformationen eines Endgeräts |
| US10296846B2 (en) * | 2015-11-24 | 2019-05-21 | Xerox Corporation | Adapted domain specific class means classifier |
| US10373019B2 (en) * | 2016-01-13 | 2019-08-06 | Ford Global Technologies, Llc | Low- and high-fidelity classifiers applied to road-scene images |
| KR102565273B1 (ko) * | 2016-01-26 | 2023-08-09 | 삼성전자주식회사 | 뉴럴 네트워크에 기초한 인식 장치 및 뉴럴 네트워크의 학습 방법 |
| US10423876B2 (en) | 2016-12-01 | 2019-09-24 | Via Alliance Semiconductor Co., Ltd. | Processor with memory array operable as either victim cache or neural network unit memory |
| US11507806B2 (en) | 2017-09-08 | 2022-11-22 | Rohit Seth | Parallel neural processor for Artificial Intelligence |
| KR102434729B1 (ko) * | 2017-10-20 | 2022-08-19 | 상하이 캠브리콘 인포메이션 테크놀로지 컴퍼니 리미티드 | 처리방법 및 장치 |
| KR102788093B1 (ko) * | 2018-08-17 | 2025-03-31 | 삼성전자주식회사 | 전자 장치 및 그 제어 방법 |
-
2018
- 2018-09-06 US US16/124,104 patent/US11507806B2/en active Active
- 2018-09-07 TW TW111147114A patent/TWI846192B/zh not_active IP Right Cessation
- 2018-09-07 CN CN201880055138.8A patent/CN111033522B/zh active Active
- 2018-09-07 KR KR1020237037603A patent/KR20230154295A/ko not_active Ceased
- 2018-09-07 JP JP2020511472A patent/JP7114694B2/ja not_active Expired - Fee Related
- 2018-09-07 CA CA3112064A patent/CA3112064A1/en active Pending
- 2018-09-07 KR KR1020217003616A patent/KR102598208B1/ko active Active
- 2018-09-07 AU AU2018330840A patent/AU2018330840B2/en not_active Ceased
- 2018-09-07 CN CN202311093908.7A patent/CN117151177A/zh active Pending
- 2018-09-07 KR KR1020207006759A patent/KR102215619B1/ko not_active Expired - Fee Related
- 2018-09-07 WO PCT/IB2018/000994 patent/WO2019048922A1/en not_active Ceased
- 2018-09-07 EP EP18853736.9A patent/EP3679522A4/en not_active Withdrawn
- 2018-09-07 TW TW107131626A patent/TWI789423B/zh not_active IP Right Cessation
- 2018-09-27 US US16/145,077 patent/US11138496B2/en active Active
-
2021
- 2021-09-30 AU AU2021240266A patent/AU2021240266B2/en not_active Ceased
-
2022
- 2022-10-20 US US17/970,491 patent/US12061974B2/en active Active
-
2024
- 2024-08-08 US US18/797,701 patent/US20250217635A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| US11138496B2 (en) | 2021-10-05 |
| JP2020533668A (ja) | 2020-11-19 |
| WO2019048922A1 (en) | 2019-03-14 |
| US20250217635A1 (en) | 2025-07-03 |
| CN111033522A (zh) | 2020-04-17 |
| AU2021240266A1 (en) | 2021-10-28 |
| TW201921296A (zh) | 2019-06-01 |
| TWI846192B (zh) | 2024-06-21 |
| JP7114694B2 (ja) | 2022-08-08 |
| US11507806B2 (en) | 2022-11-22 |
| KR20210018527A (ko) | 2021-02-17 |
| CA3112064A1 (en) | 2019-03-14 |
| AU2021240266B2 (en) | 2024-02-29 |
| EP3679522A1 (en) | 2020-07-15 |
| US20230316056A1 (en) | 2023-10-05 |
| CN111033522B (zh) | 2023-09-19 |
| US20190080227A1 (en) | 2019-03-14 |
| KR20200057707A (ko) | 2020-05-26 |
| CN117151177A (zh) | 2023-12-01 |
| TW202328982A (zh) | 2023-07-16 |
| US12061974B2 (en) | 2024-08-13 |
| TWI789423B (zh) | 2023-01-11 |
| AU2018330840B2 (en) | 2021-07-01 |
| KR102598208B1 (ko) | 2023-11-02 |
| EP3679522A4 (en) | 2021-06-09 |
| AU2018330840A1 (en) | 2020-02-27 |
| KR102215619B1 (ko) | 2021-02-15 |
| US20190080228A1 (en) | 2019-03-14 |
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