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Designing Modern Embedded Systems: Software, Hardware, and Applications
Stefan Henkler, Márcio Kreutz, Marco A. Wehrmeister, Marcelo Götz, Achim Rettberg
Front Matter

Design Methods and Model-Driven Engineering


Evaluating the Perceptual Properties of Crosscutting Concerns Occurrence Points Specifications in Embedded Software
Marco A. Wehrmeister, Rodrigo Oliveira, Douglas B. Renaux
3-15
Simulation of Timing Attacks and Challenges for Early Side-Channel Security Analysis
Marcel Schoppmeier, Paula Herber
16-27
Adaptation for Energy Saving in Time-Triggered Systems Using Meta-scheduling with Sample Points
Pascal Muoka, Oghenemaro Umuomo, Daniel Onwuchekwa, Roman Obermaisser
28-40
Communication Layer Architecture for a Production Line Digital Twin Using Hierarchical Colored Petri Nets
Adam Sulak, Charles Steinmetz, Achim Rettberg
41-50

Hardware Architectures for Embedded Systems


Exploiting Heterogeneity in PIM Architectures for Data-Intensive Applications
Rafael Moura, Luigi Carro
53-64
Demonstrating Scalability of the Checkerboard GPC with SystemC TLM-2.0
Yutong Wang, Arya Daroui, Rainer Dömer
65-77
MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference
Jackson Farley, Andreas Gerstlauer
78-88
Memristor-only LSTM Acceleration with Non-linear Activation Functions
Rafael Moura, João Lima, Luigi Carro
89-100
Minimizing Memory Contention in an APNG Encoder Using a Grid of Processing Cells
Vivek Govindasamy, Emad Arasteh, Rainer Dömer
101-112

Engineering Applications of Artificial Intelligence Targeting Embedded Systems


Analysing the Characteristics of Neural Networks for the Recognition of Sugar Beets
Luca Brodo, Stefan Henkler, Kristian Rother
115-126
Synthetic Data for Machine Learning on Embedded Systems in Precision Agriculture
Olaniyi Bayonle Alao, Kristian Rother, Stefan Henkler
127-138
Using Network Architecture Search for Optimizing Tensor Compression
Arunachalam Thirunavukkarasu, Domenik Helms
139-150