RNN Visualizer

Visualize Recurrent Neural Networks unrolled over time steps with weight sharing and LSTM gates

Network Config

Input Size
2
Hidden Size
3
Output Size
1
Time Steps
4
Mode

Controls

Layer Info

Step 1/4

Input

2

Hidden

3

Output

1

Input Sequence

x0: 0.45
x1: 0.96
x2: -0.58
x3: 0.33

Hidden States

No states computed yet

Unrolled RNN Diagram2 ? 3 ? 1

x0x1h0h1h2y0t=1x0x1h0h1h2y0t=2x0x1h0h1h2y0t=3x0x1h0h1h2y0t=4InputHiddenOutput

Weight Matrices

W_input_hidden2�3
W_hidden_hidden3�3
W_hidden_output3�1

Legend

Input
Active
Hidden
?w > 0
?w < 0