4 papers
Shooting Neutrons at Neurons: Radiation Testing of a Spiking Neural Network on Flash-Based FPGAs
Wim Nijsink, Bruno Endres Forlin, Amirreza Yousefzadeh +1
Neuromorphic, or spiking, processors are increasingly being considered for use in harsh, radiation-prone environments such as space and avionics, where energy efficiency and gracef…
InTreeger: An End-to-End Framework for Integer-Only Decision Tree Inference
Duncan Bart, Bruno Endres Forlin, Ana-Lucia Varbanescu +2
Integer quantization has emerged as a critical technique to facilitate deployment on resource-constrained devices. Although they do reduce the complexity of the learning models, th…
Trikarenos: Design and Experimental Characterization of a Fault-Tolerant 28nm RISC-V-based SoC
Michael Rogenmoser, Philip Wiese, Bruno Endres Forlin +5
RISC-V-based fault-tolerant system-on-chip (SoC) designs are critical for the new generation of automotive and space SoC architectures. However, reliability assessment requires cha…
FPGA Innovation Research in the Netherlands: Present Landscape and Future Outlook
Nikolaos Alachiotis, Sjoerd van den Belt, Steven van der Vlugt +10
FPGAs have transformed digital design by enabling versatile and customizable solutions that balance performance and power efficiency, yielding them essential for today's diverse co…