Funded EMERALD AI and Process Automation for Sustainable Entertainment and Media Light-weight AI acceleration Dataflow deep learning accelerators at mixed (reduced) precision for in-network line rate intrusion detection Development Quantised LSTMs Custom precision LSTM support for FPGAs Speculation in FPGA CAD Use of speculative optimisation for improving FPGA CAD