Step

Type

Activations

Learnable properties

States

1

Sequence Input

10(C) × 1(B) × 1(T)

-

-

2

LSTM

10(C) × 1(B)

Input Weights (40 × 10)

Recurrent Weights (40 × 10)

Bias (40 × 1)

Hidden State 10 × 1

Cell State 10 × 1

3

ReLU

10(C) × 1(B)

-

-

4

Fully Connected

1(C) × 1(B)

Weights (1 × 10)

Bias (1 × 1)

-

5

Regression Output

1(C) × 1(B)

-

-