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. 2022 Nov 2;16:923587. doi: 10.3389/fnins.2022.923587

Table 1.

The developed network architecture information.

SGF Unit A Unit B Unit C
SNN index(Type*) A(SP) B(SP) C(SP) D(SP) E(TE) F(TE) G(SP) H(TE) I(TE) J(TE) K(TE)
Input neuron number Unit A shares 1,764 input neurons Unit B and C share 16,384 input neurons
Output neuron number 16 18 18 16 160 160 2 2 2 2 2
Feature vector length 16 18 18 16 160 160 2 2 2 2 2
Number of OPs 56.0 K 63.0 K 63.0 K 56.0 K 2.1 M 2.1 M 7.0 K 27.2 K 27.2 K 27.2 K 27.2 K
Model size 304 Byte 342 Byte 342 Byte 304 Byte 240 Byte 240 Byte 2 Byte 16 Byte 16 Byte 16 Byte 16 Byte

*SP indicates the spatial SNN and TE indicates temporal SNN.