EFFRA Innovation Portal

Measuring the Uncertainty of Predictions in Deep Neural Networks with Variational Inference.

Project: iDev40

Updated at: 29-04-2024

On Information Plane Analyses of Neural Network Classifiers – A Review

Project: iDev40

Updated at: 29-04-2024

Learning Long-Term Dependencies in Irregularly-Sampled Time Series

Project: iDev40

Updated at: 29-04-2024

Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory

Project: iDev40

Updated at: 29-04-2024

Benefits of Digitalization for Business Processes in Semiconductor Manufacturing

Project: iDev40

Updated at: 29-04-2024

An Industry 4.0 Production Workplace Enhanced by Using Mixed Reality Assembly Instructions with Microsoft HoloLens

Project: iDev40

Updated at: 29-04-2024

D7.1.3.2 Report on classification algorithms

Project: iDev40

Updated at: 29-04-2024

Order Release Methods in Semiconductor Manufacturing: State-of-the-Art in Science and Lessons from Industry

Project: iDev40

Updated at: 29-04-2024

1MHz Gate Driver in Power Technology for Fast Switching Applications

Project: iDev40

Updated at: 29-04-2024

D4.1.2.1 Concept for digitally augmenting human work

Project: iDev40

Updated at: 29-04-2024

D7.1.1.1 Report on AES implementation with speed and side-channel immunity improvements

Project: iDev40

Updated at: 29-04-2024

D6.1.1.1 Press Release: Launching the iDev40 project

Project: iDev40

Updated at: 29-04-2024

Transformation of semantic knowledge into simulation-based decision support

Project: iDev40

Updated at: 29-04-2024

A SIFT-based Waveform Clustering Method for aiding analog/mixed-signal IC Verification

Project: iDev40

Updated at: 29-04-2024

Multi-factory Job Shop Scheduling With Due Date Objective

Project: iDev40

Updated at: 29-04-2024

Variable Selection Using Nearest Neighbor Gaussian Processes

Project: iDev40

Updated at: 29-04-2024

"D2.1.4.1 Context base data provision ""virtual factory"", cyber-physical collaboration (UC7)"

Project: iDev40

Updated at: 29-04-2024

Zur Messung des Einflusses von „Augmented Reality“ auf die individuelle Produktivität bei Montagearbeiten

Project: iDev40

Updated at: 29-04-2024

Key Expansion in Cryptographic Systems

Project: iDev40

Updated at: 29-04-2024

Explainable Graph-based Search for Lessons-Learned Documents in the Semiconductor Industry

Project: iDev40

Updated at: 29-04-2024

D1.3.3.1 Data-driven root cause investigation for variation in semiconductor manufacturing quality (UC1)

Project: iDev40

Updated at: 29-04-2024

D4.1.1.4 Enabling a human-centered education, training and knowledge-management system (UC18)

Project: iDev40

Updated at: 29-04-2024

Development and evaluation of a Blockchain concept for the IFD 300 mm Pre-Assembly Line

Project: iDev40

Updated at: 29-04-2024

Ultra-thin oxide breakdown for OTP development in power technologies

Project: iDev40

Updated at: 29-04-2024

Using accuracy measurements to evaluate simulation model simplification

Project: iDev40

Updated at: 29-04-2024

HEURISTICS FOR ORDER-LOT PEGGING IN MULTI-FAB SETTINGS

Project: iDev40

Updated at: 29-04-2024

An unsupervised methodology for online drift detection in multivariate industrial datasets

Project: iDev40

Updated at: 29-04-2024

A Comparison of Variational Bounds for the Information Bottleneck Functional

Project: iDev40

Updated at: 29-04-2024

On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification

Project: iDev40

Updated at: 29-04-2024

D7.2.1.1 Efficient modelling of electro-thermo-mechanical stress during fast power cycling operation of an IC

Project: iDev40

Updated at: 29-04-2024

Resources

Selected filters:

Measuring the Uncertainty of Predictions in Deep Neural Networks with Variational Inference.

On Information Plane Analyses of Neural Network Classifiers – A Review

Learning Long-Term Dependencies in Irregularly-Sampled Time Series

Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory

Benefits of Digitalization for Business Processes in Semiconductor Manufacturing

An Industry 4.0 Production Workplace Enhanced by Using Mixed Reality Assembly Instructions with Microsoft HoloLens

D7.1.3.2 Report on classification algorithms

Order Release Methods in Semiconductor Manufacturing: State-of-the-Art in Science and Lessons from Industry

1MHz Gate Driver in Power Technology for Fast Switching Applications

D4.1.2.1 Concept for digitally augmenting human work

D7.1.1.1 Report on AES implementation with speed and side-channel immunity improvements

D6.1.1.1 Press Release: Launching the iDev40 project

Transformation of semantic knowledge into simulation-based decision support

A SIFT-based Waveform Clustering Method for aiding analog/mixed-signal IC Verification

Multi-factory Job Shop Scheduling With Due Date Objective

Variable Selection Using Nearest Neighbor Gaussian Processes

"D2.1.4.1 Context base data provision ""virtual factory"", cyber-physical collaboration (UC7)"

Zur Messung des Einflusses von „Augmented Reality“ auf die individuelle Produktivität bei Montagearbeiten

Key Expansion in Cryptographic Systems

Explainable Graph-based Search for Lessons-Learned Documents in the Semiconductor Industry

D1.3.3.1 Data-driven root cause investigation for variation in semiconductor manufacturing quality (UC1)

D4.1.1.4 Enabling a human-centered education, training and knowledge-management system (UC18)

Development and evaluation of a Blockchain concept for the IFD 300 mm Pre-Assembly Line

Ultra-thin oxide breakdown for OTP development in power technologies

Using accuracy measurements to evaluate simulation model simplification

HEURISTICS FOR ORDER-LOT PEGGING IN MULTI-FAB SETTINGS

An unsupervised methodology for online drift detection in multivariate industrial datasets

A Comparison of Variational Bounds for the Information Bottleneck Functional

On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification

D7.2.1.1 Efficient modelling of electro-thermo-mechanical stress during fast power cycling operation of an IC