CS 152 Links

Contents

• Servers
• Demos
• Expositions on the web
• Software
• Applications
• Neurocomputing People
• Data
• Link Indices

• CMU AI Repository
• Austrian Research Institute List

• Adaptive Filters
  • ASU Audio demo
  • Eric Wan demo
  • Adaptive Filters (LMS, RLS, variants)
• Artificial Life
  • Boids
  • Biomorphs
  • Fish Schooling
  • Flies
  • Floys
  • L Systems
  • L System Modeller
  • Self-Reproducing Cellular Automata
• Backpropagation
  • NeuroChar - Noisy character recognition
  • Function approximation
  • Multi-layer Perceptron
  • Ochre
  • Backprop
• Control
  • Ball-Balancing
  • Learning Dynamical Systems
  • Pole-balancing
  • Pole-balancing
• Fuzzy Logic
• Games
  • Black Jack
  • Game index (Neurochess, etc.)
  • Quake2
• Genetic Algorithm/Programming
  • Evolutionary Computing Demo System
  • Genetic Algorithm
  • Genetic Programming Notebook
  • Symbolic regression using genetic programming
  • Manna Mouse (GA demo)
  • Truck-Backer
• Hopfield Nets
  • Hopfield Net Pattern Recognition
  • Hopfield Net
• Perceptron
  • Perceptron learning
  • Tutorial Applets
• Principal Component Analysis
  • PCA Demo
  • PCA Demo
• Independent Component Analysis
  • Bell's ICA page
  • Makieg's page (with FAQs)
• Recurrent Nets
  • The DRAMA Architecture
• Reinforcement Learning
  • Dynamic Channel Assignment in Cellular Phones
• Self-Organizing Maps
  • 1D Kohonen map
  • 2D Kohonen map
  • Another 2D Kohonen map
  • 3D Kohonen map
  • 3D Kohonen map
  • SOM, 2 demos (0D, neighborhood 1 & 2D)
  • SOM
  • Bayesian SOM
  • GNG Competitive Learning Models
  • Elastic Net TSP
  • Travelling Salesman Problem #1
  • Travelling Salesman Problem using Kohonen map
• Time-Series
  • FIR net
• Misc.
  • Cellular Neural Networks
  • Demos by Mohammed H. Hassoun
  • Matlab Neural Network Toolbox 3.0 Demo Samples
  • Cooperative Simulated Annealing

Expositions on the web

• Artificial Life Simulators
• Adaptive Noise Cancellation (HMC)
• Adaptive Noise Cancellation (orst)
• Adaptive Filters
• Auto-regressive modeling
• CM311 slides
• Cognitive Science Dictionary
• Control Theory
• Digital AnatomistFuzzy Control (brief course)
• Fuzzy Truck Backer
• GA tips
• Genetic Algorithms
• Hebbian Synapses: Biophysical mechanisms and algorithms
• Hertz, Krogh, and Palmer lecture slides
• Hidden Markov Models, etc.
• How to make Agents Do the Right Thing
• Introduction to ANN's
• Neural Computing Surveys
• NeuroTetris
• L Systems
• Introduction to Genetic Algorithms Using RPL2
• Introduction to The Mystery of the Human Brain
• Glossary
• Neural Net Clustering
• Pole-balancing robot
• Pulsed Neural VLSI
• Radial Basis Function Networks
• Reinforcement Learning
• Reinforcement Learning
• Reinforcement Learning Tutorial
• Reinforcement Learning, How far can it go?
• Single Neuron Computation
• Sonomorphs
• Spacio-temporal networks
• Time Series
• Time Series Prediction with Neural Nets
• Whole Brain Atlas
• Various applications

Papers

• A Comparison of Hebbian Learning Methods for Image Compression using the Mixture of Principal Components Network
• Computer Pitch Techniques in Musical Composition
• Learning from Demonstration, S. Schaal
• Musical Synthesis
• Neural Mechanisms Underlying Processing in the Visual Areas of the Occipital and Temporal Lobes
• Recognition and generation of fractal patterns by using syntactic techniques
• Spatio-Temporal Self-Organizing Feature Maps

Software

• Matlab
  • Graphs of Matlab transfer functions
  • Descriptions of Matlab NN Toolbox demos and functions
  • Genetic Algorithm ToolboxMatlab Neural Network Toolbox
  • Adaptive Neuro-Fuzzy Toolbox
  • Temporal Difference Simulator (Matlab)
• 3D Biomorphs
• Brain Wave
• GCMAC
• GENOCOP III
• jaNet
• Java Classes
• lens (light, efficient, network simulator)
• MLC++
• Neural Networks at your Fingertips
• NeuroTetris
• RBF networks
• SOM simulator
• SOM_PAK and LVQ_PAK

Applications

• ALVINN
• Baseball
• Biomedical Time-Series
• Brain-Computer Interface
• Chinese character recognition
• Data Mining
• Desarc - Arch Dam Design
• Deconvolution and Inversion of Seismograms
• E. coli recognition
• Face Recognition
• Face Recognition using Radial Basis Function Networks
• Feature-based visual speech recognition using time-delay neural networks
• Fingerprint identification
• Forecasting applications
• Fuzzy Logic Control of Inspired Oxygen Concentration in Ventilated Newborn Infants
• Glove Talk
• LeatherNet - Surface damage detection in leather
• Pattern analysis of uncertain changes in the fetal ECG features during labour (fuzzy systems)
• Various commercial applications
• LADAR Image Analysis
• Image Recognition
• NN's for web browsing
• Probabilistic and Time-Delay Neural Network Techniques for Conservative Short-Term Stock Trend Prediction
• Speech Enhancement
• Time Series Forecasting with Neural Networks
• Time-Series Prediction of Foreign Exchange Rates
• Time-Series Forecasting
• Time Series Prediction using SOM's
• Visualization and Analysis of 3D Functional Brain Images
• List of Various Applications

Biological

• Basic Neural Processes
• Primary Visual Cortex

Commercial

• AutoBox
• DynaMind
• Fuzzy Logic
• genetic-programming.com
• IBM
• IntellOpt
• Neural Innovation
• Neusciences
• Z Solutions

Neurocomputing People

• Charles W. Anderson
• Andrew G. Barto
• Stephen Grossberg
• Geoffrey Hinton
• Geoffrey Hinton
• John Hopfield
• Michael I. Jordan
• Stuart Kauffman
• Teuvo Kohonen
• Bart Kosko
• Todd K. Leen
• Lori Pratt
• Terrence J. Sejnowski
• Richard S. Sutton
• Gerald Tesauro
• Eric A. Wan
• Andreas Weigend
• Bernard Widrow

Data

• UIC machine-learning databases
• NetTalk
• BU Data
• Protein Structure
• Santa Fe Time Series Data
• Chaotic Time Series Data

Centers

• ANC at University of Edinburgh
• Aston University NCRG (Neural Computing Research Group)
• Boston University Center for Adaptive Systems
• Caltechn Computation and Neural Systems
• Center for Imaging Science
• Centre for Neural and Adaptive Systems (University of Plymouth)
• CICA (Indian University)
• CNBC (Center for the Neural Basis of Cognition) (CMU)
• genetic-programming.org
• IEEE Neural Network Council
• IlliGAL
• Neural Networks & Fuzzy Logic Group (FORWISS)
• Neural Networks Research Center, Helsinki University of Technology
• Lund Observator Sweden
• Pacific Northwest National Laboratory

FAQs

• ART (Adaptive Resonance Theory) Networks FAQ
• Fuzzy Logic FAQ
• GA FAQ
• Hitch-Hiker's Guide to Evolutionary Computation
• NN FAQ
• SNNS

Worldwide Web Indices

• Bibliographic Search
• Applets for Neural Networks and Artificial Life
• Coding
• Complex Adaptive Systems and Alife
• Data Analysis BriefBook
• Demo Links
• Digital Physics
• Evolutionary Computation Webliography
• GA Archives
• NEuroNet
• OGI Links
• Files corresponding to the textbook
• Fuzzy Links
• Fuzzy and neurofuzzy resources
• Neural Network Links
• Neural Networks in Finance
• Neuro-Fuzzy and Soft Computing
• Introductory Links
• Journal Links
• More Journal Links
• NEC Publications
• Neural Networks for Temporal Signal Processing
• Neuroscience Archives
• TSPLIB
• WEBSOM
• Self Replication (Moshe Sipper)
• Complexity Papers
• Neuro-Fuzzy Papers to Download
• Encore
• Zooland
• Artificial Life Games Homepage
• Cybertations
• Neural Network books
• Books
• Hassoun's Neural Network Sites
• Electronic Sources of Information
• SOM bibliography
• Bibliographies
• Index to NN Bibliographies
• Top 500 Neural Network Sites
• Yahoo Search
• Alta Vista Search
• Lycos Search
• Magellan Search
• Machine Learning Course
• Neural Networks Archive
• Backpropagation
• Noise Biblio
• Financial Markets Biblio
• Neuro-Fuzzy Systems
• Temporal Difference Learning and TD-Gammon
• Neuroscience index
• Sutton's Temporal Difference paper, and others
• Neural Net Transfer and Learning to Learn
• Notes on Neural Nets
• Dave Touretzky's Notes
• CMU
• Speech Translation Research
• University of Sheffield
• University of University of Skovde
• University of Nijmegen
• Cortex Project
• Aston University
• Caltech CNS 185: Collective Computation
• Neutrality links
• Machine Learning in Games
• Lip Reading
• Strategic Game-Playing Bibliograhy
• Notes on Control
• PDP++
• WEBSOM
• Neural Net Resources
• Neural Net Links
• Fuzzy Logic Resources
• Optimization links