Dennis Walter

Dense reinforcement learning for safety validation of autonomous vehicles

Training Spiking Neural Networks Using Lessons From Deep Learning

A 16-Channel Fully Configurable Neural SoC With 1.52 $\mu$W/Ch Signal Acquisition, 2.79 $\mu$W/Ch Real-Time Spike Classifier, and 1.79 TOPS/W Deep Neural Network Accelerator in 22 nm FDSOI

Guaranteeing functional safety: design for provability and computer-aided verification