用于脑处理和数值计算的2D/3D FPGA阵列

Jiang Li, Kenichi Takahashi, H. Tamukoh, M. Sekine
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引用次数: 3

摘要

本文提出了一种可扩展结构的FPGA阵列结构,用于执行脑处理和三维问题的数值计算,FPGA阵列中的电路由运行在主机上的应用程序直接控制。设计了许多脑过程电路来评估三维FPGA,并实现了用有限差分法计算二维泊松方程的算术电路,以显示其数值计算性能。我们还展示了使用自组织图进行语音识别、语音合成和图像识别等大脑过程的电路结果。我们估计实际脑过程的电路门数。
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2D/3D FPGA array for brain process and numerical computation
We propose an FPGA Array structure that is designed to the scalable structure for executing brain processes and numerical computation for 3-D problem, and the circuits in FPGA Array are controlled from the application program running in host PC directly. Many circuits for brain processes are designed to evaluate the 3-D FPGA, also we implement arithmetic circuits that calculate 2D Poisson equation by the finite difference method to shows numerical computation performance. We also show the results of circuits for the brain processes such as voice recognition, voice synthesis, and image recognition with Self Organizing Map. We estimate the gate count of the circuit for practical brain processes.
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