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. 2022 May 6;16:883693. doi: 10.3389/fnins.2022.883693

TABLE 1.

The network architecture of the MST-net model.

	MST (5)	MST (7)	MST (9)
		Input (2 × 1,000)
	Stream 1	Stream 2	Stream 3
Layer 1		Conv (15)
Layer 2		Max-pooling (3)
Layer 3	Conv (5)-64	Conv (7)-64	Conv (9)-64
	^**	^**	^**
Layer 4	Conv (5)-64	Conv (7)-64	Conv (9)-64
	^**	^**	^**
Layer 5	Conv (5)-128	Conv (7)-128	Conv (9)-128
	^**	^**	^**
Layer 6	Conv (5)-128	Conv (7)-128	Conv (9)-128
	^**	^**	^**
Layer 7	Conv (5)-256	Conv (7)-256	Conv (9)-256
	^**	^**	^**
Layer 8	Conv (5)-256	Conv (7)-256	Conv (9)-256
	^**	^**	^**
Layer 9	Conv (5)-512	Conv (7)-512	Conv (9)-512
	^**	^**	^**
Layer 10	Conv (5)-512	Conv (7)-512	Conv (9)-512
	^**	^**	^**
Layer 11	AvgPool1d (1)	AvgPool1d (1)	AvgPool1d (1)
Layer 12	FC-512	FC-512	FC-512
Layer 13		FC-256
		Output-3

**Represents “Batch Normalization layer + non-linear function rectifier linear unit.”