Create neural_network.rs

KOSASIH · Jun 2, 2024 · 8593f14 · 8593f14
1 parent cfbcdd0
commit 8593f14
Showing 1 changed file with 23 additions and 0 deletions.
diff --git a/src/cosmic_pi_network/neuromorphic_lib/src/neural_network.rs b/src/cosmic_pi_network/neuromorphic_lib/src/neural_network.rs
@@ -0,0 +1,23 @@
+pub struct NeuralNetwork {
+    num_inputs: usize,
+    num_hidden: usize,
+    num_outputs: usize,
+    weights: Vec<f64>,
+}
+
+impl NeuralNetwork {
+    pub fn new(num_inputs: usize, num_hidden: usize, num_outputs: usize) -> Self {
+        // Initialize the neural network
+        unimplemented!()
+    }
+
+    pub fn train_stdp(&mut self, training_data: &mut [f64]) {
+        // Train the network using STDP
+        unimplemented!()
+    }
+
+    pub fn run(&self, input: &[f64]) -> Vec<f64> {
+        // Run the network on the input
+        unimplemented!()
+    }
+}