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작성자잠수중 조회 8회 작성일 2020-11-30 00:54:24 댓글 0

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Advantest Connect+

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A highly secure, remote engineering support solution is critical in keeping semiconductor production lines running. For accurate, reliable semiconductor test, timely test application preparation, smooth production ramp-up, and uptime are a must.

Advantest's skilled engineering team offers you intelligent online support through ADVANTEST CONNECT+. With the recent growth in security network technologies, ADVANTEST CONNECT+ enables you with hassle-free access to our intelligent support services.

【About Advantest】
Advantest is the leading manufacturer of automatic test and measurement (#ATE) equipment used in the design and production of semiconductors for applications in 5G communications, the Internet of Things (IoT), autonomous vehicles, artificial intelligence (AI), machine learning, smart medical devices and more. Its leading-edge systems and products are integrated into the most advanced semiconductor production lines in the world. Founded in Tokyo in 1954, Advantest is a global company with facilities around the world and an international commitment to sustainable practices and social responsibility.

More information is available at www.advantest.com.

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0:38 What is Advantest Connect +
1:12 How Can Remote Engineering Help

Automated Socket Anomaly Detection Through Deep Learning

Automated Socket Anomaly Detection Through Deep Learning

By: Nidhi Agrawal, Constantinos Xanthopoulos, Vijay Thangamariappan, Joe Xiao, Chee-Wah Ho, Keith Schaub and Ira Leventhal from Advantest

This technical presentation focuses on #DeepLearning application for the detection of defective tester sockets. The proposed methodology relies on images like those used for manual inspection, that are commonly collected using AOI equipment. This work represents a practical example of the use of #MachineLearning for achieving improved inspection-quality outcomes at a lower cost.

【About Advantest】
Advantest is the leading manufacturer of automatic test and measurement (#ATE) equipment used in the design and production of semiconductors for applications in 5G communications, the Internet of Things (IoT), autonomous vehicles, artificial intelligence (AI), machine learning, smart medical devices and more. Its leading-edge systems and products are integrated into the most advanced semiconductor production lines in the world. Founded in Tokyo in 1954, Advantest is a global company with facilities around the world and an international commitment to sustainable practices and social responsibility.

More information is available at www.advantest.com

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0:22 Test Escapes - DPPM to DPPB
1:07 Information About Different Sockets
2:05 Images of the Different Sockets
2:49 Solution - Deep Learning
3:29 Purposed Solution in Sockets
4:12 Image Preprocessing
5:21 Model Selection and Training
6:11 Model Selection and Training - Transfer Learning
6:39 Model Selection and Training - Ensemble
6:57 Model Selecting and Training - Adding Review Class
7:49 The Results
9:08 Conclusion and Next Steps

Solving Semiconductor Test Challenges in the 5G and Exascale Era

How can artificial intelligence and machine learning help us solve test challenges?

Join Advantest's Ira Leventhal, Vice President of Applied Research and Technology, as he identifies key challenges for semiconductor testing in the applications of 5G and exascale computing. Ira explains how #AI and machine learning applications in semiconductor test are transforming the way test engineers process and analyze data.

【About Advantest】
Advantest is the leading manufacturer of automatic test and measurement (ATE) equipment used in the design and production of semiconductors for applications in 5G communications, the Internet of Things (IoT), autonomous vehicles, artificial intelligence (AI), machine learning, smart medical devices and more. Its leading-edge systems and products are integrated into the most advanced semiconductor production lines in the world. Founded in Tokyo in 1954, Advantest is a global company with facilities around the world and an international commitment to sustainable practices and social responsibility. 

More information is available at www.advantest.com.

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0:30 Where Are We Today
0:53 Where Are We Today
1:17 Key 5G Challenges
2:32 The Age of Convergence
3:44 Exascale = Really Big Data
4:27 Data in 5G/Exascale World
5:33 How Can AI/ML Help Sort Through All the Data
7:15 Can AI/ML Solve Any Problems
8:32 Introducing V93000 EXA Scale Generation Test Solution
9:36 Advantest Cloud Solution Powered By PDF Exensio
10:07 The Center of the Semiconductor Value Chain
10:23 ML Application in Semiconductor Test
10:35 Wafer Sort Predictor
11:18 Adaptive Testing
11:49 ML Tiered Binning
12:17 Root-C Analysis Boost
13:19 Grand Design: Our Vision for the Future

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#advantest

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