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1. Audio-and-Image-Processing Audio-and-Image-Processing Public

   In the image processing section of this repository, I address noise reduction using MATLAB's Fdatool and echo cancellation through Cepstrum transformation. Additionally, within the image processing…

   HTML 2

2. Classifying-CIFAR10-Dataset-Using-Neural-Networks Classifying-CIFAR10-Dataset-Using-Neural-Networks Public

   In this repository, I am working on classifying the CIFAR10 dataset using neural networks. To achieve this, I initially perform classification using an MLP network. Then, to enhance the network's p…

   Jupyter Notebook 3

3. Implementation-of-Narrow-and-Wide-Band-Channels-Using-and-OFDM-System Implementation-of-Narrow-and-Wide-Band-Channels-Using-and-OFDM-System Public

   In this repository, we delve into the implementation of narrowband and wideband channels. In the narrowband channel section, we implement the narrowband channel and by examining various modulations…

   HTML 2

4. Implementing-Brain-Computer-Interface-BCI-using-CSP-and-LDA-classifier Implementing-Brain-Computer-Interface-BCI-using-CSP-and-LDA-classifier Public

   In this repository, I implement Brain Computer Interface (BCI) using CSP (Constraint Satisfaction Problem) and LDA (Linear Discriminant Analysis) classifier.

   MATLAB 2

5. Optimization-Methods-in-Intelligent-Systems Optimization-Methods-in-Intelligent-Systems Public

   In this repository, I intend to focus on implementing various optimization methods. The first section employs binary logistic regression for classifying MNIST dataset. The second section deals with…

   Jupyter Notebook 2

6. Mcculloch-Pitts-and-Fully-Connected-Neural-Networks Mcculloch-Pitts-and-Fully-Connected-Neural-Networks Public

   In this repository, I want to implement several Fully Connected Neural Networks and demonstrate one of the applications of the McCulloch-Pitts neural network.

   Jupyter Notebook