EEE511: Artificial Neural Computation Systems


Examples of project titles from previous classes

 

Sodoku solution generation via ANN

Long Short Term Memory

Stock data analysis by SOM

Analytical error estimator equations for linear Models

Recurrent neural network control of a fixed-base inverted pendulum

Using SOM to analyze NFL Teams

Handwritten character recognition

Gene Selection for Henry Ford Glioma Dataset Using ANN and ARD

Mapping and navigation of Self-Exploring Robot using SOM

Radial-Basis Function neural networks to find nearby singular matricies

Application of multilayer perceptron in controlling a nonlinear thermal process

Neural networks, weight, volume, and body fat percentage

Stereo Matching with Neural Networks

SOM-based video/moive/image indexing

Comparing different NN architectures for regression

Neuronal activity clustering using SOM

Use of Complex-Valued Weights and Activation Functions to Realise a Neurobiologically Similar Neural Network

Surgical Gesture Recognition and Objective Analysis of Surgical Skill from Haptic Data

Training a Neural Network to play  tic-tac-toe using Reinforcement Learning

Wireless Localization using Distributed SOMs

Performance prediction challenge by radial basis functions

Solving a Queue Arrival Rate Control Problem by Reinforcement Learning

Wavelength Division Multiplexed (WDM) Ethernet Passive Optical Network (EPON) Simulation Data Visualization using an SOM

Spike sorting based on neural network

Density estimation using Radial Basis Function Network

Material Classification From Images Using Self-Organizing Maps

Applying Neural Networks to Stock Market Prediction

Applying neural network techniques to real time fault detection/adaptive control of a cart inverted pendulum

SOM in prediction where people should live based on their economic and educational preferences

Music/Speech Discrimination

Digital logic function implementation by neural networks

Face Recognition

Short Term Load Forecasting using Artificial Neural Networks

Capacity of Oscillatory Associative-Memory networks with Error-Free Retrieval : An Implementation

A Simple Optical Character Reader

Handwritten character recognition

Performance of neural networks vs decision trees in ensemble methods

Mapping between primary motor cortex and joint-space parameters

Short term load forecasting using artificial neural networks

Texture classification using MLP

Inspection and grading system for lumber boards.using an SOM

Control of Step Voltage Regulator by Artificial Neural Network

Neural networks for search control during planning

Segregating functional interactions among brain regions using modified ICA

Process data discretization using an SOM

Analysis of Video Games data

SOM-based facial expression recognition

Neural Network-Based Face Detection

Human activity recognition using HMM based neural networks

Despeckling of SAR images using Tresholding neural networks

System identification using neural networks

Auditory cortex data exploration by SOM

Discovering groups in high-dimensional frequency tables

Image Categorization (Clustering)

Clustering mineral spectra

Using SOM to analyze the relations between the levels of Plasma Retinol and Beta-Carotene, and certain types of cancer

Handwritten digits recognition

Isolated Spoken Number Recognition with Hierarchical SOMs

Human Facial Expression Recognition (part 1)

Human Facial Expression Recognition (part 2)

Using SOMs to analyze Semiconductor Manufacturing Process Parameters

Time-Series Prediction

Stock market buy/sell decisions using an ANN

Implementation of the Tree-Structured SOM

Implementation of the Tree-Structured SOM

Error Concealment Using ANN

Home automation with NNs

Electrochemical impedance spectroscopy with NNs

VLSI digital-gate-level circuit behavior modeling using ANNs

Detection of Egeria Densa using multilayer perceptrons

Neural networks for automated AI planning

Visualizing Source Data Spread in a Web data Mediator using GHSOM

Learning chessboard evaluation functions using committee machines

RoShamBo

Information theory and neural coding

SOM in data exploration

Transmission line parameters interpolation

Handwritten digit recognition

Pendulum control

Supervised learning for RBFs

Wire bond inductance interpolation

Supervised learning for RBFs

Tree-structured SOM

Small Mounted Device inspection

Credit risk prediction

Credit card approval

SOM in data exploration

Sound stimulus - reaction response data exploration with SOM

Handwritten digit recognition

Prediction of power market price

Intelligent target tracker

Nonlinear time series prediction