Streaming Overlay Architecture for Lightweight LSTM Computation on FPGA SoCs

Computer Science

• Long Short-Term Memory Network 100%
• Operating Frequency 50%
• Memory Access 25%
• High Throughput 25%
• Vector Operation 25%
• Recurrent Neural Network 25%
• Data Application 25%
• Feedforward Network 25%
• Computer Architecture 25%
• Natural Language Processing 25%
• Long Short-Term Memory Networks 25%
• Alternative Model 25%
• Neural Network 25%
• Time Series Data 25%
• External Memory 25%

Keyphrases

• Embedding Domain 33%
• Streaming Dataflow 33%
• Custom Hardware Architectures 33%
• SoC Implementation 33%
• Streaming Inference 33%
• External Memory Access 33%