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feat: ✨ Finish IA part

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Louis Gallet
2024-10-31 16:45:15 +01:00
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sections/partie-technique/IA/IA.tex
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This section covers our research on artificial intelligence to develop an AI component for the project, particularly for the OCR.
Our first draft of the AI has not been integrated into the main project\footnote{You can find the project here: https://gitea.louisgallet.fr/lgallet/XOR-NeuralNetwork-C} because it is focused on our research on AI rather than the project itself.
Below, you will find the research we conducted for the AI.
\subsubsection{Structure of a neuron}
\input{sections/partie-technique/IA/structure-neuronne/structure-neuronne}
\subsubsection{Activation functions}
\input{sections/partie-technique/IA/fonction-activation/fonction-activation}
\subsubsection{Weight initialization}
\input{sections/partie-technique/IA/initialisation/initialisation}
\subsubsection{Feedforward and Backpropagation}
\input{sections/partie-technique/IA/feedforward-backpropagation/feedfoward-backpropagation}
\subsubsection{Training}
\input{sections/partie-technique/IA/entrainement/entrainement}