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New research project "Optimization of neural networks for automotive applications"

To improve traffic safety, Deep Neural Networks (DNN) are being developed worldwide for automotive applications. The challenge is that DNNs are compute- and memory-intensive, but the computing capacity in the vehicle remains limited. Within the framework of this project methods of approximate…

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New research project "Approximate computing for professional image processing"

Digital image processing in professional applications places ever-higher demands, so that the computing power and power consumption of FPGA devices reach their limits. Approximate Computing refers to a set of methods that are performing calculations not exactly but only approximately. As a benefit,…