表 2. The optimized TSCNN network parameters for each participant.

每个被试的 TSCNN 网络优化参数

被试	网络结构参数	识别率
1	{1 × 5/1 × 5}；{22 × 1/1 × 1}；{1 × 2/1 × 2}；{25 × 2/1 × 2}；{1 × 2/1 × 2}；{30 × 3/1 × 2}；{1 × 3/1 × 3}；{25，25，30，40}	86.50%
2	{1 × 4/1 × 4}；{22 × 1/1 × 1}；{1 × 2/1 × 2}；{25 × 2/1 × 2}；{1 × 2/1 × 2}；{35 × 3/1 × 2}；{1 × 3/1 × 3}；{25，25，35，35}	74.08%
3	{1 × 5/1 × 5}；{22 × 1/1 × 1}；{1 × 2/1 × 2}；{25 × 2/1 × 2}；{1 × 2/1 × 2}；{30 × 3/1 × 2}；{1 × 3/1 × 3}；{25，25，30，40}	92.75%
4	{1 × 2/1 × 2}；{22 × 1/1 × 1}；{1 × 4/1 × 4}；{30 × 2/1 × 2}；{1 × 2/1 × 2}；{25 × 3/1 × 2}；{1 × 4/1 × 4}；{30，30，25，30}	70.50%
5	{1 × 2/1 × 2}；{22 × 1/1 × 1}；{1 × 4/1 × 4}；{40 × 2/1 × 2}；{1 × 2/1 × 2}；{35 × 3/1 × 2}；{1 × 4/1 × 4}；{40，40，35，25}	66.60%
6	{1 × 2/1 × 2}；{22 × 1/1 × 1}；{1 × 4/1 × 4}；{40 × 2/1 × 2}；{1 × 2/1 × 2}；{35 × 3/1 × 2}；{1 × 4/1 × 4}；{40，40，35，25}	62.25%
7	{1 × 5/1 × 5}；{22 × 1/1 × 1}；{1 × 2/1 × 2}；{25 × 2/1 × 2}；{1 × 2/1 × 2}；{30 × 3/1 × 2}；{1 × 3/1 × 3}；{25，25，30，40}	88.24%
8	{1 × 5/1 × 5}；{22 × 1/1 × 1}；{1 × 2/1 × 2}；{25 × 2/1 × 2}；{1 × 2/1 × 2}；{30 × 3/1 × 2}；{1 × 3/1 × 3}；{25，25，30，40}	87.09%
9	{1 × 5/1 × 5}；{22 × 1/1 × 1}；{1 × 2/1 × 2}；{25 × 2/1 × 2}；{1 × 2/1 × 2}；{30 × 3/1 × 2}；{1 × 3/1 × 3}；{25，25，30，40}	92.80%