Industrial Artificial Intelligence Technologies and Application

ISBN-13: 9788770227919 / Angielski / Twarda / 2023 / 150 str.

Opis

This book overviews the latest research results and activities in industrial artificial intelligence technologies and applications based on the innovative research, developments and ideas generated by the ECSEL JU AI4DI, ANDANTE and TEMPO projects.

Spis treści

1. Benchmarking Neuromorphic Computing for Inference 2. Benchmarking the Epiphany Processor as a Reference Neuromorphic Architecture 3. Temporal Delta Layer: Exploiting Temporal Sparsity in Deep Neural Networks for Time-Series Data 4. An End-to-End AI-based Automated Process for Semiconductor Device Parameter Extraction 5. AI Machine Vision System for Wafer Defect Detection 6. Failure Detection in Silicon Package 7. S2ORC-SemiCause: Annotating and Analysing Causality in the Semiconductor Domain 8. Feasibility of Wafer Exchange for European Edge AI Pilot Lines 9. A Framework for Integrating Automated Diagnosis into Simulation 10. Deploying a Convolutional Neural Network on Edge MCU and Neuromorphic Hardware Platforms 11. Efficient Edge Deployment Demonstrated on YOLOv5 and Coral Edge TPU 12. Embedded Edge Intelligent Processing for End-To-End Predictive Maintenance in Industrial Applications 13. AI-Driven Strategies to Implement a Grapevine Downy Mildew Warning System 14. On the Verification of Diagnosis Models