Optimizing Transformer Neural Network for Real-Time Outlier Detection on FPGAs

Ilia Sobakinskikh, Paul Alexander Bilokon

In this work, we explore how the inference time of a Transformer Neural Network can be efficiently optimized with applications to real-time anomaly detection in financial time seri…