Enhancing Dropout-based Bayesian Neural Networks with Multi-Exit on FPGA

Hao Mark Chen, Liam Castelli, Martin Ferianc +4

Reliable uncertainty estimation plays a crucial role in various safety-critical applications such as medical diagnosis and autonomous driving. In recent years, Bayesian neural netw…