An FPGA-Based Convolutional Neural Network Coprocessor

Table 4

The computational performance of the coprocessor of this design compared with other FPGA processor.

Parameters	[18]	[13]	[19]	[17]	This work
Platform	Virtex5SX240t	ZynqXC7Z045	Virtex7VX485t	ZynqXC7Z045	ZynqXC7Z045
Frequency (MHz)	120	150	100	150	200
Quantification	48 bits	16 bits	32 bits	16 bits	16 bits
Power	14	8	18.61	9.63	9.30
Performance (GOP/s)	16	23.18	61.62	187.80	62.54