DE60140654D1 - Simulation von Faltungsnetzwerkverhalten und Anzeige von internen Zuständen eines Netzwerks - Google Patents
Simulation von Faltungsnetzwerkverhalten und Anzeige von internen Zuständen eines NetzwerksInfo
- Publication number
- DE60140654D1 DE60140654D1 DE60140654T DE60140654T DE60140654D1 DE 60140654 D1 DE60140654 D1 DE 60140654D1 DE 60140654 T DE60140654 T DE 60140654T DE 60140654 T DE60140654 T DE 60140654T DE 60140654 D1 DE60140654 D1 DE 60140654D1
- Authority
- DE
- Germany
- Prior art keywords
- network
- simulation
- display
- internal states
- convolution
- 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.)
- Expired - Lifetime
Links
Classifications
-
- 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
-
- 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
-
- 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
- G06N3/0455—Auto-encoder networks; Encoder-decoder networks
-
- 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
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- 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
- G06N3/10—Interfaces, programming languages or software development kits, e.g. for simulating neural networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
- G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
- G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
- G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
- G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Biomedical Technology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Computational Linguistics (AREA)
- Biophysics (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Biodiversity & Conservation Biology (AREA)
- Complex Calculations (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP01106567A EP1241619B1 (de) | 2001-03-15 | 2001-03-15 | Simulation von Faltungsnetzwerkverhalten und Anzeige von internen Zuständen eines Netzwerks |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| DE60140654D1 true DE60140654D1 (de) | 2010-01-14 |
Family
ID=8176804
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| DE60140654T Expired - Lifetime DE60140654D1 (de) | 2001-03-15 | 2001-03-15 | Simulation von Faltungsnetzwerkverhalten und Anzeige von internen Zuständen eines Netzwerks |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US7236961B2 (de) |
| EP (1) | EP1241619B1 (de) |
| JP (1) | JP4132892B2 (de) |
| DE (1) | DE60140654D1 (de) |
Families Citing this family (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7058917B1 (en) * | 2002-06-04 | 2006-06-06 | Cadence Design Systems, Inc. | Method and apparatus for specifying a cost function that represents the estimated distance between an external state and a set of states in a space |
| US7549111B2 (en) * | 2005-09-21 | 2009-06-16 | International Business Machines Corporation | Apparatus, system, and method for converting between serial data and encoded holographic data |
| JP2016197389A (ja) * | 2015-04-03 | 2016-11-24 | 株式会社デンソーアイティーラボラトリ | 学習システム、学習プログラムおよび学習方法 |
| US10909329B2 (en) * | 2015-05-21 | 2021-02-02 | Baidu Usa Llc | Multilingual image question answering |
| CN106599773B (zh) * | 2016-10-31 | 2019-12-24 | 清华大学 | 用于智能驾驶的深度学习图像识别方法、系统及终端设备 |
| US12072951B2 (en) | 2017-03-02 | 2024-08-27 | Sony Corporation | Apparatus and method for training neural networks using weight tying |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6122403A (en) * | 1995-07-27 | 2000-09-19 | Digimarc Corporation | Computer system linked by using information in data objects |
| CA2195110A1 (en) * | 1994-07-14 | 1996-02-01 | Stephen G. Johnson | Method and apparatus for compressing images |
-
2001
- 2001-03-15 DE DE60140654T patent/DE60140654D1/de not_active Expired - Lifetime
- 2001-03-15 EP EP01106567A patent/EP1241619B1/de not_active Expired - Lifetime
-
2002
- 2002-03-12 US US10/099,364 patent/US7236961B2/en not_active Expired - Fee Related
- 2002-03-14 JP JP2002069912A patent/JP4132892B2/ja not_active Expired - Fee Related
Also Published As
| Publication number | Publication date |
|---|---|
| EP1241619A1 (de) | 2002-09-18 |
| US7236961B2 (en) | 2007-06-26 |
| JP2002342738A (ja) | 2002-11-29 |
| EP1241619B1 (de) | 2009-12-02 |
| JP4132892B2 (ja) | 2008-08-13 |
| US20030028359A1 (en) | 2003-02-06 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| 8364 | No opposition during term of opposition |