KR20180084969A - Training methods, devices and electronics for neural network models - Google Patents
Training methods, devices and electronics for neural network models Download PDFInfo
- Publication number
- KR20180084969A KR20180084969A KR1020187017577A KR20187017577A KR20180084969A KR 20180084969 A KR20180084969 A KR 20180084969A KR 1020187017577 A KR1020187017577 A KR 1020187017577A KR 20187017577 A KR20187017577 A KR 20187017577A KR 20180084969 A KR20180084969 A KR 20180084969A
- Authority
- KR
- South Korea
- Prior art keywords
- electronics
- devices
- neural network
- network models
- training methods
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- General Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/CN2016/077975 WO2017166155A1 (en) | 2016-03-31 | 2016-03-31 | Method and device for training neural network model, and electronic device |
Publications (2)
Publication Number | Publication Date |
---|---|
KR20180084969A true KR20180084969A (en) | 2018-07-25 |
KR102161902B1 KR102161902B1 (en) | 2020-10-05 |
Family
ID=59962416
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
KR1020187017577A KR102161902B1 (en) | 2016-03-31 | 2016-03-31 | Training methods, devices and electronics for neural network models |
Country Status (4)
Country | Link |
---|---|
JP (1) | JP6601569B2 (en) |
KR (1) | KR102161902B1 (en) |
CN (1) | CN108140144B (en) |
WO (1) | WO2017166155A1 (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR102149495B1 (en) * | 2019-08-19 | 2020-08-28 | 고려대학교 산학협력단 | Optimization apparatus for training conditions of environmental prediction model and operating thereof |
Families Citing this family (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109919308B (en) * | 2017-12-13 | 2022-11-11 | 腾讯科技(深圳)有限公司 | Neural network model deployment method, prediction method and related equipment |
CN109034367A (en) * | 2018-08-22 | 2018-12-18 | 广州杰赛科技股份有限公司 | Neural network update method, device, computer equipment and readable storage medium storing program for executing |
CN109165738B (en) * | 2018-09-19 | 2021-09-14 | 北京市商汤科技开发有限公司 | Neural network model optimization method and device, electronic device and storage medium |
CN110288084A (en) * | 2019-06-06 | 2019-09-27 | 北京小米智能科技有限公司 | Super-network training method and device |
US11347308B2 (en) | 2019-07-26 | 2022-05-31 | Samsung Electronics Co., Ltd. | Method and apparatus with gaze tracking |
CN112561026A (en) * | 2019-09-25 | 2021-03-26 | 北京地平线机器人技术研发有限公司 | Neural network model training method and device, storage medium and electronic equipment |
CN110738648A (en) * | 2019-10-12 | 2020-01-31 | 山东浪潮人工智能研究院有限公司 | camera shell paint spraying detection system and method based on multilayer convolutional neural network |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2015011510A (en) * | 2013-06-28 | 2015-01-19 | 株式会社デンソーアイティーラボラトリ | Neural network optimization method, neural network optimization device and program |
CN104794527A (en) * | 2014-01-20 | 2015-07-22 | 富士通株式会社 | Method and equipment for constructing classification model based on convolutional neural network |
Family Cites Families (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5452400A (en) * | 1991-08-30 | 1995-09-19 | Mitsubishi Denki Kabushiki Kaisha | Method of optimizing a combination using a neural network |
JP2002042107A (en) * | 2000-07-31 | 2002-02-08 | Fuji Electric Co Ltd | Learning method for neural network |
CN100595780C (en) * | 2007-12-13 | 2010-03-24 | 中国科学院合肥物质科学研究院 | Handwriting digital automatic identification method based on module neural network SN9701 rectangular array |
CN101975092B (en) * | 2010-11-05 | 2012-08-15 | 中北大学 | Real-time prediction method of mine gas concentration in short and medium terms based on radial basis function neural network integration |
CN102479339B (en) * | 2010-11-24 | 2014-07-16 | 香港理工大学 | Method and system for forecasting short-term wind speed of wind farm based on hybrid neural network |
CN104143327B (en) * | 2013-07-10 | 2015-12-09 | 腾讯科技(深圳)有限公司 | A kind of acoustic training model method and apparatus |
CN104346622A (en) * | 2013-07-31 | 2015-02-11 | 富士通株式会社 | Convolutional neural network classifier, and classifying method and training method thereof |
US9679258B2 (en) * | 2013-10-08 | 2017-06-13 | Google Inc. | Methods and apparatus for reinforcement learning |
CN104751228B (en) * | 2013-12-31 | 2018-04-27 | 科大讯飞股份有限公司 | Construction method and system for the deep neural network of speech recognition |
KR101878579B1 (en) * | 2014-02-10 | 2018-07-13 | 미쓰비시덴키 가부시키가이샤 | Hierarchical neural network device, learning method for determination device, and determination method |
US10832138B2 (en) * | 2014-11-27 | 2020-11-10 | Samsung Electronics Co., Ltd. | Method and apparatus for extending neural network |
CN104700153A (en) * | 2014-12-05 | 2015-06-10 | 江南大学 | PH (potential of hydrogen) value predicting method of BP (back propagation) neutral network based on simulated annealing optimization |
CN104978601B (en) * | 2015-06-26 | 2017-08-25 | 深圳市腾讯计算机***有限公司 | neural network model training system and method |
CN105184312B (en) * | 2015-08-24 | 2018-09-25 | 中国科学院自动化研究所 | A kind of character detecting method and device based on deep learning |
-
2016
- 2016-03-31 KR KR1020187017577A patent/KR102161902B1/en active IP Right Grant
- 2016-03-31 CN CN201680061886.8A patent/CN108140144B/en active Active
- 2016-03-31 WO PCT/CN2016/077975 patent/WO2017166155A1/en active Application Filing
- 2016-03-31 JP JP2018539870A patent/JP6601569B2/en active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2015011510A (en) * | 2013-06-28 | 2015-01-19 | 株式会社デンソーアイティーラボラトリ | Neural network optimization method, neural network optimization device and program |
CN104794527A (en) * | 2014-01-20 | 2015-07-22 | 富士通株式会社 | Method and equipment for constructing classification model based on convolutional neural network |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR102149495B1 (en) * | 2019-08-19 | 2020-08-28 | 고려대학교 산학협력단 | Optimization apparatus for training conditions of environmental prediction model and operating thereof |
WO2021034106A1 (en) * | 2019-08-19 | 2021-02-25 | 고려대학교 산학협력단 | Device for optimizing training indicator of environment prediction model, and method for operating same |
Also Published As
Publication number | Publication date |
---|---|
KR102161902B1 (en) | 2020-10-05 |
WO2017166155A1 (en) | 2017-10-05 |
JP2019508803A (en) | 2019-03-28 |
JP6601569B2 (en) | 2019-11-06 |
CN108140144A (en) | 2018-06-08 |
CN108140144B (en) | 2021-06-01 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
DK3568756T3 (en) | SPECIAL PURPOSE TRAINING CHIP FOR NEURAL NETWORK | |
DK3114540T3 (en) | NEURAL NETWORK AND METHODS FOR NEURAL NETWORK TRAINING | |
KR20180084988A (en) | Compressed Circular Neural Network Model | |
KR20180084969A (en) | Training methods, devices and electronics for neural network models | |
GB201611857D0 (en) | An artificial neural network | |
EP3540652A4 (en) | Method, device, chip and system for training neural network model | |
EP3451241A4 (en) | Device and method for performing training of convolutional neural network | |
DK3198742T3 (en) | Network node, user device, and methods therein to enable the user device to determine an encoder codebook | |
BR112016026939A2 (en) | apparatus and method. | |
BR112016027464A2 (en) | network device, and network method | |
EP3089081A4 (en) | Hierarchical neural network device, learning method for determination device, and determination method | |
DK3233221T3 (en) | Training Facilities | |
DK3352721T3 (en) | NECK TRAINING DEVICE | |
GB201816545D0 (en) | Artificial neuron apparatus | |
EP3470121A4 (en) | Training device for simulating vertical climbing | |
EP3349171A4 (en) | Credit-score model training method, and credit-score calculation method, device, and server | |
EP3422209A4 (en) | Character string distance calculation method and device | |
TWI800491B (en) | Coating device and coating method | |
DK3285892T3 (en) | TRAINING DEVICE | |
GB201604115D0 (en) | Movement tracking and simulation device and method | |
CL2017001141S1 (en) | Exercise apparatus | |
DK3526443T3 (en) | BOREHOLE DEVICES, ASSOCIATED DEVICE AND METHODS | |
EP3557444A4 (en) | Device and method for obtaining functional value, and neural network device | |
FI20156001A (en) | Training Equipment | |
FI11557U1 (en) | exercise device |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
A201 | Request for examination | ||
E902 | Notification of reason for refusal | ||
E701 | Decision to grant or registration of patent right | ||
GRNT | Written decision to grant |