Architectural Trade-Off Analysis for Accelerating LSTM Network Using Radix-r OBC Scheme

INIS

• architecture 100%
• design 60%
• units 60%
• matrices 60%
• vectors 60%
• power 40%
• size 20%
• comparative evaluations 20%
• weight 20%
• synthesis 20%
• accuracy 20%
• kernels 20%
• mhz range 20%

Computer Science

• Vector Multiplication 100%
• Long Short-Term Memory Networks 100%
• Partial Product 100%
• High Throughput 33%
• Accuracy Requirement 33%
• Pipelining 33%
• Multiplexing 33%
• Fixed Points 33%
• Clock Frequency 33%