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The activation function in a neural network helps decide if a neuron should pass the data forward. Each input to a neuron is multiplied by a weight and then added to a bias. This sum is then processed by the activation function, which turns the signal on or off in a non-linear way. Credit: @3Blue1Brown Join our AI community for more posts like this @aibutsimple 🤖 #neuralnetwork #datascience #machinelearning #mathi
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1. Backpropagation Backpropagation adalah algoritma pembelajaran terawasi yang digunakan untuk melatih artificial neural network. Tujuannya sederhana tapi melelahkan: meminimalkan kesalahan prediksi model dengan menyesuaikan bobot-bobot jaringan. Alurnya sebagai berikut: Forward pass Data input dilewatkan dari lapisan input ke lapisan output untuk menghasilkan prediksi. Perhitungan loss Hasil prediksi dibandingkan dengan nilai sebenarnya menggunakan fungsi kerugian (loss function), misalnya Mean
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