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authoredSep 12, 2021
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‎README.md

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# Neural_network_lecture
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Neural Network Lecture Projects.</br>
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</br>
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HW1:</br>
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Implementing Discrete-neuron Perceptron and Continuous-neuron Perceptron in Single-Layer Feedforward Networks from</br> scratch for Classification.</br>
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</br>
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</br>
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HW2:</br>
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Implementing Kohonen Self-Organizing Map (SOM) Winner-takes-all and On-center, off-surround approach from scratch to do</br> cluster analysis of a news collection, from the BBC news website corresponding to stories in five topical areas</br> from 2004-2005. This dataset is a collection of 2225 news document, categorized into 5 classes of ‘business’,</br> ‘entertainment’, ‘politics’, ‘sport’, and ‘tech’.</br>
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</br>
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</br>
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HW3:</br>
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Detection and Identification of Electrocardiogram Signals using Elman and NARX Recurrent Neural Networks (RNN) from</br> scratch.</br>
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</br>

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