β Featured
class NeuralNetwork {
constructor(layers) {
this.layers = layers;
this.weights = [];
this.biases = [];
}
async train(data, epochs) {
for (let i = 0; i < epochs; i++) {
await this.forward(data);
await this.backward();
}
}
}
Artificial Neural Networks: From Perceptrons to Transformers
A comprehensive exploration of artificial neural networks β from the foundational perceptron model to modern transformer architectures. Covers backpropagation, activation functions, training methodologies, and the evolution of deep learning.