Developing of a neural system, a Mamdani-type fuzzy inference system and a Sugeno-type fuzzy inference system for the identification of a volunteer position/activity

Lab experiments on Neural Networks for Undergraduate ECE Students, NIT Rourkela

Given a dataset containing car attributes, use MLP and RBF networks to predict the Miles per Gallon consumption

The project is to implement the Error Back-Propagation (EBP) training algorithm for a multi-layer perceptron (MLP) 4-2-4 encoder.

ANN model which predicts wine quality

Multi layer perceptron

86.54 - Basic concepts of neural networks. Hopfield Networks, Ising Model, Simple-Layer Perceptron, Multi-Layer Perceptron, Genetic Algorithms, Kohonen Networks, Simulated Annealing.

EE456 2022 mini project implementation of two-moons problem using multi-layer-perceptron with back-propagation with analyzing performance of initializing methods and momentum rule

Implementation of a simple multi-layer perceptron in MATLAB.

This repository demonstrates the usage of a Support Vector Machine and a Multi-Layer Perceptron Model to detect credit card fraud using MATLAB and Python for pre-processing.

University Project for "Intelligent Systems" course (MSc Computer Engineering @ University of Pisa). ECG Fitting, Forecasting and Activity Classification using NN, CNN, RNN and Fuzzy Systems.

A multi-layer perceptron that implements the back-propagation algorithm. Hand-coded with no libraries or packages.