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    <title>Berke Tunc — Blog</title>
    <link>https://berketunc.me/blog/</link>
    <description>Writing on AI research, and Embodied AI.</description>
    <language>en</language>
    <item>
      <title>Neural Networks</title>
      <link>https://berketunc.me/blog/neural-networks/</link>
      <guid>https://berketunc.me/blog/neural-networks/</guid>
      <pubDate>Sun, 09 Aug 2026 00:00:00 GMT</pubDate>
      <description>A study-group walkthrough of how a feedforward neural network learns to recognize handwritten digits (MNIST dataset) using weighted connections, ReLU, softmax, cross-entropy loss, backpropagation, and gradient descent.</description>
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