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csp

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A 8-Queens Solver that solves a common AI problem of placing 8 queens on a 8x8 board without any conflicts between the queens. Built using Tkinter (for UI) and Python. Includes two algorithms i.e. BFS (Breadth-First Search) and CSP (Constraint Satisfaction Problem).

  • Updated Dec 24, 2025
  • Jupyter Notebook

A MATLAB pipeline for classifying FourClass Motor Imagery EEG signals. Implements CSP/FBCSP feature extraction and SVM/CNN/LSTM models, achieving 98.75% accuracy with an optimized Linear SVM. Modular code for preprocessing, feature selection, and classification.

  • Updated Feb 4, 2026
  • MATLAB

BCI – EEG Classification is a project focused on decoding motor imagery (hand vs foot) from EEG signals. It includes band-pass filtering (7–30 Hz), epoch extraction, a custom CSP implementation for feature reduction, and Logistic Regression evaluated with 5-fold cross-validation.

  • Updated Feb 20, 2026
  • Jupyter Notebook

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