Table 18 Comparison ANN 784-256-256-10.

From: A FPGA based recurrent neural networks-based impedance spectroscopy system for detection of YAKE in tuna

Bus size

Clock MHz

Data types

Thp1 Mps

Thp2 FPS

Energy mW/Mps

CE Mps/DSP

32-bit

125

32-bit Float

32.01

119.1

8.15

6.42

64-bit

125

32-bit Float

62.58

232.8

4.23

12.51

128-bit

125

32-bit Float

125.08

465.3

2.17

25.01

  1. CE: Computational efficiency
  2. Thp1: Throughput in Frames per second
  3. Thp2: Throughput in Mega Parameters per second
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