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. Author manuscript; available in PMC: 2021 Jul 1.
Published in final edited form as: Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:3642–3648. doi: 10.1109/EMBC44109.2020.9176701

TABLE I.

Training Progress of the Mouse Network.

Number of Iterations Train Loss Learning Rate Train Error (in pixels) Test Error (in pixels)
1,000 0.0115 0.005 11.57 32.31
2,000 0.0090 0.005 6.4 4.97
5,000 0.0062 0.005 4.96 4.44
10,000 0.0050 0.005 3.97 4.48
15,000 0.0042 0.02 3.43 4.48
20,000 0.0038 0.02 2.38 4.58
22,000 0.0031 0.02 2.2 4.4