Hi all!
I've made my first neural network, with my own topology and activation function.
This implementation searches the answer for XOR, it needs just 5 nodes:
2 input nodes;
2 middle (hidden nodes)
1 output node.
Every nod has own "layer", but every node is connected to all previous nodes. So, for this 5 nodes we are need 10 weights, 5 biases.
Actually, first two biases are not needed, first weight too.
The graph shows the error for all 4 examples.
There is just only small mutation, I need to fix it.
Universal topology neural network
Universal topology neural network
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- 2020-11-29T20_58_27-XOR, universal-neural-network v.1-02 (Löve v.11.3).png (49.04 KiB) Viewed 2537 times
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- 2-2-1-topology.png (27.1 KiB) Viewed 2537 times
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universal-neural-network-02.love- (32.02 KiB) Downloaded 118 times
in Lua we LöveRe: Universal topology neural network
My activation function:
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- 2020-08-04T20_19_20-Desmos _ Grafik-Rechner.png (154.19 KiB) Viewed 2535 times
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