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1. Dataset-BCI-competition-iv-set1 Dataset-BCI-competition-iv-set1 Public

   This code is for classifying spectrogram images of Motor Movement/Imagery tasks using a Convolutional Neural Network (CNN) and Generative Adversarial Network (GAN) for data augmentation..

   Python 9 1

2. SBG-Ellipse-2N-Sensor-Data-Extraction-Code SBG-Ellipse-2N-Sensor-Data-Extraction-Code Public

   This code implements a firmware for extracting data from an SBG Ellipse-2N sensor. It configures three serial interfaces to communicate with the sensor and other devices, and reads data from the se…

   C++ 3

3. CNN-classifier-for-EEG-Motor-imagery-spectrum-images CNN-classifier-for-EEG-Motor-imagery-spectrum-images Public

   This Python script creates, trains, and tests a Convolutional Neural Network (CNN) for image classification using various libraries like Numpy, Tensorflow, OpenCV, Keras, etc. The input images are …

   Python 3

4. CNN-hyperparameter_tuning CNN-hyperparameter_tuning Public

   This Python code performs a grid search using scikit-learn to find the optimal combination of batch size and epochs for a neural network model built with Keras.

   Python 3

5. IMU-and-GPS-Data-Extraction-and-Radio-Transmission IMU-and-GPS-Data-Extraction-and-Radio-Transmission Public

   This program extracts data from two sensors: SparkFun 9DoF Razor IMU M0 and SparkFun GPS-RTK-SMA Breakout - ZED-F9P. The extracted data is then combined into a single message and sent via a radio t…

   C++ 3

6. Enhancing-Cross-Subject-Motor-Imagery-Classification-using-VGG-based-CNN-and-WGANs Enhancing-Cross-Subject-Motor-Imagery-Classification-using-VGG-based-CNN-and-WGANs Public

   This code is for classifying spectrogram images of Motor Movement/Imagery tasks using a CNN and WGAN.

   Python 1