Tobias Kippenberg Joins EcoCloud
EcoCloud welcomes Tobias J. Kippenberg, professor at EPFL’s Laboratory of Photonics and Quantum Measurements (K-Lab), among its faculty.
MultiSan: Enhancing Software Security through “Code Sanitization” Approach
The findings of the research project–including prototypes, benchmarks, and code—will be available as open source releases. That would enable the research community to build on the findings and further improve them over time. Conversely, the end users or developers can access the documentation, reports, and prototypes produced during the research to protect their code.
EPFL Team Proposes Novel Analog DNN Circuit
The research team plans to extend the precision of their weight generator circuit to support DNN applications that require weight precision higher than 4 bits. They are also exploring different types of digital-to-analog converter types for their weight generator circuit. Although the proposed circuit is applicable to any type of neural network, the EPFL researchers aim to benchmark their design with a recurrent neural network (RNN) workload and achieve a significant improvement in performance and energy-efficiency.