Approximate FPGA-based LSTMs under Computation Time Constraints

Michalis Rizakis, Stylianos I. Venieris, Alexandros Kouris +1

Recurrent Neural Networks and in particular Long Short-Term Memory (LSTM) networks have demonstrated state-of-the-art accuracy in several emerging Artificial Intelligence tasks. Ho…