Convolutional Neural Network for Wafer Surface Defect Classification and the Detection of Unknown Defect Class
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2902657
A Voting Ensemble Classifier for Wafer Map Defect Patterns Identification in Semiconductor Manufacturing
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2904306
AdaBalGAN: An Improved Generative Adversarial Network With Imbalanced Learning for Wafer Defective Pattern Recognition
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2925361
A Novel DBSCAN-Based Defect Pattern Detection and Classification Framework for Wafer Bin Map
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2916835
Improved Normalized Cross-Correlation for Defect Detection in Printed-Circuit Boards
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2911062
Fault Detection Strategy Based on Weighted Distance of $k$ Nearest Neighbors for Semiconductor Manufacturing Processes
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2857818
Nanoscale Metrology of Line Patterns on Semiconductor by Continuous Wave Terahertz Multispectral Reconstructive 3-D Imaging Overcoming the Abbe Diffraction Limit
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2865167
Enhanced Stacked Denoising Autoencoder-Based Feature Learning for Recognition of Wafer Map Defects
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2940334
Feature Extraction From Analog Wafermaps: A Comparison of Classical Image Processing and a Deep Generative Model
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2911061
Wafer Defect Pattern Recognition and Analysis Based on Convolutional Neural Network
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2937793
Denoised Residual Trace Analysis for Monitoring Semiconductor Process Faults
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2916374
The Design and Implementation of an Embedded Real-Time Automated IC Marking Inspection System
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2875920
Development of Novel Solar Cell Micro Crack Detection Technique
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2921951
CMOS-Compatible MESFETs for High Power RF Integrated Circuits
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2867449
Statistical Process Control for Monitoring the Particles With Excess Zero Counts in Semiconductor Manufacturing
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2882862
A Wafer Map Yield Prediction Based on Machine Learning for Productivity Enhancement
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2945482
A Condition Change Detection Method for Solar Conversion Efficiency in Solar Cell Manufacturing Processes
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2875011
A 0.18- $\\mu$ m LDMOS With Excellent Ronsp and Uniformity by Optimized Manufacture Process
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2879215
A Novel Method for Deposit Accumulation Assessment in Dry Etching Chamber
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2904889
Sub-Resolution Assist Feature Cleanup Based on Grayscale Map
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2928878
Strategies for Reducing Particle Defects in Ti and TiN Thin-Film Deposition Processes
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2876463
Mechanism and Control Technique of Wafer Warpage in Process Integration for Trench Field Plate Power MOSFET
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2937391
Displaying Data Effectively Using an Automated Process Dashboard
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2938157
Advanced Process Control Using Virtual Metrology to Cope With Etcher Condition Change
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2938546
Marker Layout for Optimizing the Overlay Alignment in a Photolithography Process
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2907790
Modeling Spin Coating Over Topography and Uniformity Improvements Through Fill Patterns for Advanced Packaging Technologies
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2870712
Virtual Metrology Model Robustness Against Chamber Condition Variation Using Deep Learning
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2931328
Reduced Contact Resistance in GaN Using Selective Area Si Ion Implantation
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2932272
Novel Volatile Film for the Protection of Organo-Silicate Glass Dielectric Materials
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2941323
Photoluminescence Imaging for Buried Defects Detection in Silicon: Assessment and Use-Cases
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2871967
A Productivity-Oriented Wafer Map Optimization Using Yield Model Based on Machine Learning
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2870253
${K}$ -Cyclic Schedules and the Worst-Case Wafer Delay in a Dual-Armed Cluster Tool
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2910399
Guest Editorial Special Section on the 2018 International Symposium on Semiconductor Manufacturing
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/tsm.2019.2945222
Research Into the LSTM Neural Network-Based Crystal Growth Process Model Identification
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2906651
Modelling and Control of Backside-Induced ESD Defects During Wet-Chemical Processes in GaAs Front End Manufacturing
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2933013
Characterization of Electroless Nickel Plated Materials During High Temperature Solder Processing
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2945517
Bessel Decomposition of Temperature Profiles in Film Deposition Reactors
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2866343
Incorporating Virtual Metrology Into Failure Prediction
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2932377
The Long Journey From Standardization to Fully Fab Automation and More
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2945352
Characterization of New Method for CMP Dresser to Saving Ultrapure Water Consumption
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2891737
Gross Die Per Wafer and Yield Optimization for GaAs ICs With Sub-Micron Features
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2943399
Scribe Line Defect-Induced Yield Loss in FINFET Technology
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2942268
Spatial Correlated Data Monitoring in Semiconductor Manufacturing Using Gaussian Process Model
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2883763
A Comprehensive Investigation of Depth Filter Functionality for a Colloidal Silica Slurry Used for Semiconductor Manufacturing Process
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2876342
Special Section on the 2017 SEMI Advanced Semiconductor Manufacturing Conference
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2891031
Editorial 2018 Best Paper Award
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2910984
Fluid Dynamic Modeling and Flow Visualization of an Industrial Wet Chemical Process Bath
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2917083
Design and Development of InP DHBTs With High Breakdown Voltage for Ka-Band PA Applications
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2932962
In-Line Metrology for Characterization and Control of Extreme Wafer Thinning of Bonded Wafers
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2018.2885577
Modeling and Controlling Layout Dependent Variations in Semi-Additive Copper Electrochemical Plating
来源期刊:IEEE Transactions on Semiconductor ManufacturingDOI:10.1109/TSM.2019.2941439