SG11202104263QA - Batch normalization data processing method and apparatus, electronic device, and storage medium - Google Patents
Batch normalization data processing method and apparatus, electronic device, and storage mediumInfo
- Publication number
- SG11202104263QA SG11202104263QA SG11202104263QA SG11202104263QA SG11202104263QA SG 11202104263Q A SG11202104263Q A SG 11202104263QA SG 11202104263Q A SG11202104263Q A SG 11202104263QA SG 11202104263Q A SG11202104263Q A SG 11202104263QA SG 11202104263Q A SG11202104263Q A SG 11202104263QA
- Authority
- SG
- Singapore
- Prior art keywords
- electronic device
- storage medium
- data processing
- processing method
- batch normalization
- 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
- G06N3/084—Backpropagation, e.g. using gradient descent
-
- 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
-
- 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
- G06N3/044—Recurrent networks, e.g. Hopfield networks
-
- 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
- G06N3/045—Combinations of networks
-
- 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
- G06N3/048—Activation functions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
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 (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910656284.2A CN110390394B (en) | 2019-07-19 | 2019-07-19 | Batch normalization data processing method and device, electronic equipment and storage medium |
| PCT/CN2019/110597 WO2021012406A1 (en) | 2019-07-19 | 2019-10-11 | Batch normalization data processing method and apparatus, electronic device, and storage medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG11202104263QA true SG11202104263QA (en) | 2021-05-28 |
Family
ID=68286957
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11202104263QA SG11202104263QA (en) | 2019-07-19 | 2019-10-11 | Batch normalization data processing method and apparatus, electronic device, and storage medium |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US20210241117A1 (en) |
| JP (1) | JP2022512023A (en) |
| CN (1) | CN110390394B (en) |
| SG (1) | SG11202104263QA (en) |
| TW (1) | TW202105260A (en) |
| WO (1) | WO2021012406A1 (en) |
Families Citing this family (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10241528B1 (en) | 2015-12-01 | 2019-03-26 | Energyhub, Inc. | Demand response technology utilizing a simulation engine to perform thermostat-based demand response simulations |
| US10746425B1 (en) | 2017-03-08 | 2020-08-18 | Energyhub, Inc. | Thermal modeling technology |
| US10770897B1 (en) | 2017-10-17 | 2020-09-08 | Energyhub, Inc. | Load reduction optimization |
| CN112861592B (en) * | 2019-11-28 | 2023-12-29 | 北京达佳互联信息技术有限公司 | Training method of image generation model, image processing method and device |
| CN111144556B (en) * | 2019-12-31 | 2023-07-07 | 中国人民解放军国防科技大学 | Hardware circuit of range batch normalization algorithm for deep neural network training and reasoning |
| CN111539460A (en) * | 2020-04-09 | 2020-08-14 | 咪咕文化科技有限公司 | Image classification method and device, electronic equipment and storage medium |
| US11355937B2 (en) * | 2020-09-22 | 2022-06-07 | Energy Hub, Inc. | Electrical grid control and optimization |
| US11735916B2 (en) | 2020-09-22 | 2023-08-22 | Energyhub, Inc. | Autonomous electrical grid management |
| CN112446428B (en) * | 2020-11-27 | 2024-03-05 | 杭州海康威视数字技术股份有限公司 | Image data processing method and device |
| CN112561047B (en) * | 2020-12-22 | 2023-04-28 | 上海壁仞智能科技有限公司 | Apparatus, method and computer readable storage medium for processing data |
| CN112541857B (en) * | 2020-12-24 | 2022-09-16 | 南开大学 | Image characterization method and system based on performance enhancement neural network batch normalization |
| CN112926646B (en) * | 2021-02-22 | 2023-07-04 | 上海壁仞智能科技有限公司 | Data batch normalization method, computing device, and computer-readable storage medium |
| CN113706647B (en) * | 2021-07-30 | 2024-02-13 | 浪潮电子信息产业股份有限公司 | Image coloring method and related device |
| CN115879513B (en) * | 2023-03-03 | 2023-11-14 | 深圳精智达技术股份有限公司 | Hierarchical standardization method and device for data and electronic equipment |
Family Cites Families (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104573731B (en) * | 2015-02-06 | 2018-03-23 | 厦门大学 | Fast target detection method based on convolutional neural networks |
| US9633306B2 (en) * | 2015-05-07 | 2017-04-25 | Siemens Healthcare Gmbh | Method and system for approximating deep neural networks for anatomical object detection |
| US10499056B2 (en) * | 2016-03-09 | 2019-12-03 | Sony Corporation | System and method for video processing based on quantization parameter |
| JP2018068752A (en) * | 2016-10-31 | 2018-05-10 | 株式会社Ｐｒｅｆｅｒｒｅｄ Ｎｅｔｗｏｒｋｓ | Machine learning device, machine learning method and program |
| CN106779062A (en) * | 2016-11-23 | 2017-05-31 | 苏州科技大学 | A kind of multi-layer perception (MLP) artificial neural network based on residual error network |
| CN110291540A (en) * | 2017-02-10 | 2019-09-27 | 谷歌有限责任公司 | Criticize renormalization layer |
| CN108229497B (en) * | 2017-07-28 | 2021-01-05 | 北京市商汤科技开发有限公司 | Image processing method, image processing apparatus, storage medium, computer program, and electronic device |
| CN107480640A (en) * | 2017-08-16 | 2017-12-15 | 上海荷福人工智能科技（集团）有限公司 | A kind of face alignment method based on two-value convolutional neural networks |
| CN108108677A (en) * | 2017-12-12 | 2018-06-01 | 重庆邮电大学 | One kind is based on improved CNN facial expression recognizing methods |
| CN109492556B (en) * | 2018-10-28 | 2022-09-20 | 北京化工大学 | Synthetic aperture radar target identification method for small sample residual error learning |
| CN109754002A (en) * | 2018-12-24 | 2019-05-14 | 上海大学 | A kind of steganalysis hybrid integrated method based on deep learning |
| CN110009051A (en) * | 2019-04-11 | 2019-07-12 | 浙江立元通信技术股份有限公司 | Feature extraction unit and method, DCNN model, recognition methods and medium |
-
2019
- 2019-07-19 CN CN201910656284.2A patent/CN110390394B/en active Active
- 2019-10-11 SG SG11202104263QA patent/SG11202104263QA/en unknown
- 2019-10-11 WO PCT/CN2019/110597 patent/WO2021012406A1/en active Application Filing
- 2019-10-11 JP JP2021546421A patent/JP2022512023A/en not_active Ceased
- 2019-11-13 TW TW108141127A patent/TW202105260A/en unknown
-
2021
- 2021-04-19 US US17/234,202 patent/US20210241117A1/en not_active Abandoned
Also Published As
| Publication number | Publication date |
|---|---|
| WO2021012406A1 (en) | 2021-01-28 |
| US20210241117A1 (en) | 2021-08-05 |
| CN110390394B (en) | 2021-11-05 |
| JP2022512023A (en) | 2022-02-01 |
| TW202105260A (en) | 2021-02-01 |
| CN110390394A (en) | 2019-10-29 |
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