IEEE

A 16×16 High-Utilization Systolic Array Hardware Accelerator for Long-Sequence Flash-Attention Computation in Transformer

Abstract: This paper presents a Flash-Attention accelerator design methodology based on a 16×16 high-utilization systolic array architecture for long-sequence Transformer applications. By ...
IEEE

Performance and Power Analysis of feed-forward Artificial Neural Network In Xilinx’s 7 Series Field Programmable Gate Array

Abstract: This paper presents an analysis on performance and power consumption of a feed-forward artificial neural network (FFANN) implemented on field-programmable gate arrays (FPGA). For this ...