TWI800866B - 改良卷積神經網路進行運算的方法 - Google Patents
改良卷積神經網路進行運算的方法 Download PDFInfo
- Publication number
- TWI800866B TWI800866B TW110125208A TW110125208A TWI800866B TW I800866 B TWI800866 B TW I800866B TW 110125208 A TW110125208 A TW 110125208A TW 110125208 A TW110125208 A TW 110125208A TW I800866 B TWI800866 B TW I800866B
- Authority
- TW
- Taiwan
- Prior art keywords
- neural network
- convolutional neural
- perform computations
- improving convolutional
- improving
- 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
- G06N3/04—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
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
- G06F17/15—Correlation function computation including computation of convolution operations
- G06F17/153—Multidimensional correlation or convolution
-
- 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
- G06N3/06—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
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Life Sciences & Earth Sciences (AREA)
- Molecular Biology (AREA)
- Artificial Intelligence (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Complex Calculations (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202110662142.4A CN115481713A (zh) | 2021-06-15 | 2021-06-15 | 改进卷积神经网络进行计算的方法 |
CN202110662142.4 | 2021-06-15 |
Publications (2)
Publication Number | Publication Date |
---|---|
TW202301199A TW202301199A (zh) | 2023-01-01 |
TWI800866B true TWI800866B (zh) | 2023-05-01 |
Family
ID=84390408
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
TW110125208A TWI800866B (zh) | 2021-06-15 | 2021-07-09 | 改良卷積神經網路進行運算的方法 |
Country Status (3)
Country | Link |
---|---|
US (1) | US20220398429A1 (zh) |
CN (1) | CN115481713A (zh) |
TW (1) | TWI800866B (zh) |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107844826A (zh) * | 2017-10-30 | 2018-03-27 | 中国科学院计算技术研究所 | 神经网络处理单元及包含该处理单元的处理*** |
CN107909148A (zh) * | 2017-12-12 | 2018-04-13 | 北京地平线信息技术有限公司 | 用于执行卷积神经网络中的卷积运算的装置 |
US20180253635A1 (en) * | 2017-03-03 | 2018-09-06 | Samsung Electronics Co, Ltd. | Neural network devices and methods of operating the same |
TW201913460A (zh) * | 2017-08-31 | 2019-04-01 | 大陸商北京中科寒武紀科技有限公司 | 芯片裝置及相關産品 |
CN109740729A (zh) * | 2018-12-14 | 2019-05-10 | 北京中科寒武纪科技有限公司 | 运算方法、装置及相关产品 |
-
2021
- 2021-06-15 CN CN202110662142.4A patent/CN115481713A/zh active Pending
- 2021-07-09 TW TW110125208A patent/TWI800866B/zh active
- 2021-10-29 US US17/514,277 patent/US20220398429A1/en active Pending
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20180253635A1 (en) * | 2017-03-03 | 2018-09-06 | Samsung Electronics Co, Ltd. | Neural network devices and methods of operating the same |
TW201913460A (zh) * | 2017-08-31 | 2019-04-01 | 大陸商北京中科寒武紀科技有限公司 | 芯片裝置及相關産品 |
CN107844826A (zh) * | 2017-10-30 | 2018-03-27 | 中国科学院计算技术研究所 | 神经网络处理单元及包含该处理单元的处理*** |
CN107909148A (zh) * | 2017-12-12 | 2018-04-13 | 北京地平线信息技术有限公司 | 用于执行卷积神经网络中的卷积运算的装置 |
CN109740729A (zh) * | 2018-12-14 | 2019-05-10 | 北京中科寒武纪科技有限公司 | 运算方法、装置及相关产品 |
Also Published As
Publication number | Publication date |
---|---|
CN115481713A (zh) | 2022-12-16 |
TW202301199A (zh) | 2023-01-01 |
US20220398429A1 (en) | 2022-12-15 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
GB202112184D0 (en) | Techniques for pruning neural networks | |
EP4150535A4 (en) | ENHANCED KNOWLEDGE DISTILLATION BY USING BACKWARD PASS KNOWLEDGE IN NEURAL NETWORKS | |
EP4155390A4 (en) | SERUM-FREE INDUCTION PROCEDURE FOR SENSORY NEURON CELLS | |
GB202118140D0 (en) | Techniques for optimizing neural networks | |
TWI800866B (zh) | 改良卷積神經網路進行運算的方法 | |
GB2599494B (en) | Method for making copper-containing catalysts | |
EP4166498A4 (en) | METHOD FOR MANUFACTURING 3D MICROELECTRODE | |
EP4123015A4 (en) | METHOD FOR PURIFYING CARDIOMYOCYTES | |
EP4098130A4 (en) | PRODUCTION PROCESS FOR PASTA | |
EP4071179A4 (en) | PURIFICATION PROCESS FOR BETA-1, 3-GLUCAN ESTER DERIVATIVE | |
EP3859611A4 (en) | METHOD, DEVICE AND APPARATUS FOR UPDATING A CONVOLUTIONAL NEURAL NETWORK USING A GPU CLUSTER | |
EP3961730A4 (en) | PROCESS FOR MANUFACTURING A SOLAR CELL | |
GB2599495B (en) | Method for making copper-containing catalysts | |
EP4106780A4 (en) | METHOD FOR REDUCING BEHAVIORAL ANOMALIES | |
EP4011605A4 (en) | METHOD FOR IMPROVING RUBBER SPRAY EFFICIENCY FOR SELF-HEALING TIRE | |
GB202005318D0 (en) | Deposition method | |
EP3940818A4 (en) | PROCESS FOR MAKING A SOLID STATE BATTERY | |
EP3925964A4 (en) | MANUFACTURING PROCESSES FOR OLIGONUCLEOTIDES | |
TWI800942B (zh) | 光學計算方法 | |
EP3933033A4 (en) | METHOD FOR PRODUCING AN AGGREGATE OF OSTEOBLASTS USING HUMAN IPS CELLS | |
EP4234758A4 (en) | METHOD FOR PRODUCING A STRUCTURE WITH CONDUCTIVE PATTERNS | |
GB202110465D0 (en) | Aerofoil shaping method | |
EP4020616A4 (en) | ROLLING PROCESS FOR ELECTRODE | |
AU2023900798A0 (en) | Method | |
AU2022900930A0 (en) | Method |