Net Strcture

LSTM--->CNN-->FC-->Softmax

LSTM

Input dimension:time_360

one layer

Units number:N=64

Output dimension time_N_1

CNN

Two CNN blocks each block contains filter and max pooling components

first filter

cnn

input dimision:200_64

so the time is 200 ?

6 filters

kernel size:5_5

stride:1_1

max pool:

size:2_2 stride:2_2

output:98_30_6

second filter

cnn

10 filters

kernel size:5_3

stride:3*3

max pool

kernel size:1

stride:1

del this max pool?

out put:32_10_10

FC

Three layers

Input:32_10_10(flat to 3200*1)

• 1000
• 200
• 5

output:5_1

Softmax

5 units