Artificial Spiking Neural Networks, Spike-Timing Dependent Plasticity, Hebbian Plasticity, Closed-Loop Stimulation, Stimulation-Induced Plasticity, Computational Neuroscience

This repository containa backpropagation trainning of artificial neural network

AND & OR logical gates have been developed with an ANN(Perceptron) in MATLAB

Cartesian k-means for Approximate nearest neighbor search, codebook learning, etc.

The main objective is to detect fruit's quality and grade them depending on the size & its quality. We have used Neural Networks Algos with K-Clustering technique to generate different cluster images.

Matlab based Ph.D. project T-DTS, developed during for the thesis 2006-2009. It's the enhanced version of Tree-like Divide to Simplify (T-DTS) ANN (AI/ML) structure-based tool used for classification tasks. The credits: the v.1.0 was developed by Dr. M. Rybnik under supervision of Prof. K. Madani

Datasets for approximate nearest neighbor search

This project focuses on detecting and analyzing wear in drill bits during the drilling process. It involves studying three types of drill wear (flank, chisel, and outer corner wear) along with a healthy drill condition, using four corresponding datasets. The goal is to determine the most effective strategy for identifying drill bit wear.

ANN functions to calculate some mechanical properties of unidirectional composites

I haved solved the Parity-3 problem using an artificial neural network called Multilayer Perceptron and populer learning algorithm Backpropagation algorithm. Hyperbolic tangent has been used as an activation(transfer) function .

I haved solved the Parity-4 problem using an artificial neural network called Multilayer Perceptron and populer learning algorithm Backpropagation algorithm. Sigmoid has been used as an activation(transfer) function .

Basic Artificial Neural Network usage on BlackJack card game data with MATLAB

Simple single layered ANN trained using closed-form solutions and ELM method

I have developed a simple speech recognition engine based on words using Multilayer perceptrons with Hypebolic tangent activation function and Backpropagation learning algorithm.

Yapay Sinir Ağları Matlab

Optimization of Artificial Neural Network using Bear Smell Search Algorithm

Face Recognition using Independent Component Analysis (ICA)