신 경 망
AND Corporation* : HNeT application : AND Corporation is a leading R&D firm that has developed and commercialized a new technological field referred to as Biomimetic Intelligence. This technology models primary aspects of the brain, down to specific cell types and cell assembly structures. The underlying process is based upon a radically new form of artificial neural systems referred to as Holographic / Quantum Neural Technology (HNeT). Over the past 12 years, AND Corporation has developed software and hardware tools for integrating Holographic / Quantum based neuron cells into a wide range of applications. These areas extend from automated face identification systems for the security industry, to defense systems, to financial systems for banks and trading institutions. Currently our activities involve the following:
Attar Software : XperRule® Miner(PC, Windows) : Attar's graphical data mining environment for discovering tree patterns from historic business data:
Graphical support for the full data mining process from data exploration and preparation to pattern discovery and deployment.
Scalable high performance data mining.
Data mining solutions can be embedded as ActiveX components within other applications.
Mined trees can be exported to Knowledge Builder.
A feature rich package for both the experienced data mining practitioner and for the first time user. ActiveX data mining components for embedding within vertical applications. Scalable high performance client-server data mining.
BioComp Systems Inc : Intellect : Enhance your performance and avoid problems using our on-line server, Intellect.
Predict product properties on-line and avoid delays from off-line QC tests. Identify impending process faults on-line and keep your operators aware of problems before they occur and negatively impact your operations. Automatically tune your processes to keep products on target.
: ExamiNeur : 신경망으로 개발된 NeuroGenetic Optimizer (NGO) 의 행동을 더 잘 이해하게끔 만들어주는 windows application
: NeuroGenetic Optimizer
: Penney
California Scientific Software : BrainMaker Genetic Training Option v2 : The Genetic Training Option (GTO) for BrainMaker Professional applies the latest genetic algorithm theories to optimize your neural networks automatically! Following Darwin's theories of genetic mutation and natural selection, GTO automatically creates a large number of subtly different networks to do the same job. GTO then tests, trains and ranks them to find the network that performs best overall.
Once a good network is found, it's "genes" are mutated to create another "parent" network. These two networks are then used as parents to create yet another "child" through genetic cross-over techniques. When children perform better than their parents, they are saved as evolutionarily superior "beings" and are used for producing even better generations of networks. Only the strong survive!
: BrainMaker Pro v3.7 (Win 95/98/NT, Mac) : BrainMaker Professional slashes development time, reduces trial-and-error tedium, and creates networks that recognize patterns and predict better than any other neural network system. Professional has all the features and ease of use of standard BrainMaker plus the most advanced features available. Professional is the best choice for quickly solving problems, especially complex ones such as financial forecasting. Professional includes a Runtime License and source code to build trained networks into your own program for resale. BrainMaker Professional v3 is the Advanced Neural Network Application Development System for people who demand the most highly powered development tools, most analysis functions, and greatest ease of use.
Professional includes proprietary algorithms offered by no other system, including Data Correlator, Cyclic Analysis, Sensitivity Analysis, Global Network Analysis, Contour Analysis, and Hypersonic Training. You can experiment with leading technology features such as recurrence, heavy weights, and other learning algorithm variations. Professional also supports new optional Genetic Training algorithms.
California Scientific Software : BrainMaker v3.7(Windows 95/98/NT, Mac) : BrainMaker Neural Network Software lets you use your computer for business and marketing forecasting, stock, bond, commodity, and futures prediction, pattern recognition, medical diagnosis, sports handicapping... almost any activity where you need special insight. The menu at the left contains short articles about a few of our customers and their applications of BrainMaker.
Churchill Software Inc : Short Life Cycle Forecaster
: Promotional Demand Forecaster
Flexible Intelligence Group : FlexTool (GA)) : New improved interface! FlexGA is ideal for Educational Institutions/Students. Includes Genetic Algorithms for Matlab® environment.
FlexGA comes with over 250 “m” files for use in the MATLAB® environment. It consists of tools for:
: FlexTool (CI) : New improved interface! Seamless Integration of Fuzzy Systems, Genetic/Evolutionary Algorithms, and Neural Networks for Matlab® environment. FlexCI is ideal for Industries, Research Institutions, Educational Institutions.
FlexCI comes with over 400 “m” files for use in the Matlab® environment. It consists of tools for :
Gensym
Corporation : NeurOn-Line/NeurOn-Line Studio : NeurOn-Line (NOL) is a customizable software platform for developing
applications that help manufacturers improve efficiency, product quality and
yields. NeurOn-Line applications produce online neural-network models that
predict, control and optimize complex, non-linear processes. Real-time
applications include soft-sensing for predicting product quality, mode-based
sensor validation, set-point optimization and diagnosis.
Megaputer Intelligence : PolyAnalyst : PolyAnalyst is the world's most comprehensive and versatile suite of advanced data mining tools. PolyAnalyst incorporates the latest achievements in automated knowledge discovery to analyze both structured and unstructured data. The PolyAnalyst platform offers a complete end-to-end analytical solution - from data importing, cleaning, manipulation, visualization, modeling, scoring, and reporting. The intuitive interface and an online tutorial smooth the learning curve to enable analysts to reach conclusions comfortably and confidently. Over 300 customers worldwide, including several Fortune 100 companies, use PolyAnalyst for automated knowledge discovery to solve complicated business problems and make more informed decisions
MIT GmbH : DataEngine 3.0 : DataEngine is the software tool for intelligent data analysis which unites statistical methods with neural networks and fuzzy technologies. It is essential for the success of your data mining projects that you do not spend more time than absolutely necessary to complete the individual steps.
NeuroDimension Inc : NeuroSolutions(Windows) : NeuroSolutions is the leader in neural network simulation technology. This revolutionary product is the only Windows software able to support. NeuroSolutions was originally offered for the UNIX workstation market to provide an unconstrained design environment for neural network researchers. Now the Windows version provides tools for automating the network design process, while maintaining the power and flexibility of the original object-oriented interface. Whether you are developing a neural network application, researching a new neural model, or simply learning about neural networks, you should take a serious look at NeuroSolutions' features:
Neusciences : aXi ActiveX : The Neusciences aXi range is a library of ActiveX components that implement a number of advanced algorithms and supporting functions that can be easily used in Microsoft Visual Basic, Microsoft Visual C++ , Borland Delphi, Any ActiveX enabled environment. DecisionTree ,Encoder ,KMeans ,Kohonen, Linear Regression , Multi-Layer Perceptron (MLP), Projection Pursuit Regression , Radial Basis Function
NIBS Ptd Ltd** : NeuroForecaster 7.2 for Windows 95/98 : For general-purpose business and financial forecasting .Performs time-series analysis, cross-sectional classification and indicator analysis. 12 neural network paradigms, and GA nets created by GENETICA Net Builder. With AutoTest, AutoSave and AutoStop functions. Built-in Excel-compatible spreadsheet for easy data manipulation. Reads Metastock, CSI, Computrac, FutureSource, Excel and ASCII data formats
NIBS Ptd Ltd** : VisuaData 2001 for Windows 95/98 : VisuaData is a user-friendly neural net preprocessor for traders and private investors. It reads MetaStock, CSI, Computrac, FutureSource, Excel and ASCII data format.
Palisade Corporation : Evolver 4.0 : Evolver is an optimization add-in for Microsoft Excel. Evolver uses innovative genetic algorithm (GA) technology to quickly solve complex optimization problems in finance, distribution, scheduling, resource allocation, manufacturing, budgeting, engineering, and more. Virtually any type of problem that can be modeled in Excel can be solved by Evolver, including previously unsolvable problems! Evolver requires no knowledge of programming or GA theory and ships with a fully illustrated manual and several examples. Evolver is available in three versions: Standard, Professional, and Industrial. The Professional and Industrial versions have increased problem capacities and advanced features, including the Evolver Developer’s Kit!
: RISKOptimizer : RISKOptimizer is the simulation optimization add-in for Microsoft Excel®. RISKOptimizer combines the Monte Carlo simulation technology of @RISK, Palisade's risk analysis add-in, and the genetic algorithm optimization technology of Evolver™ to allow the optimization of Excel spreadsheet models that contain uncertain values. Take any optimization problem and replace uncertain values with @RISK functions that represent a range of possible values. RISKOptimizer runs an optimization of simulations, finding the combination of adjustable cells that provides the best simulation results!
RISKOptimizer finds solutions quickly and is easy to use. Anyone familiar with @RISK and Evolver will jump right into RISKOptimizer with ease.
Pinnacle Data Corporation : CLC Database : The CLC DATABASE gives you an historical database of commodity futures prices starting in 1969. The database provides open, high, low, and close, plus volume and open interest. It covers 70 commodities and provides you with a history of the most active nearby contracts... just what you need for accurate linking and backtesting! Our DataMaker software will link these contracts forward adjusted, reverse adjusted, unadjusted, and the new Ratio adjusted method.
: COT Database : The COT DATABASE is an historical database of Commitment of Traders Reports starting for most commodities in 1983. It is data that is independent of price movement and invaluable for developing confirming indicators. Learn what the Smart Money is doing with this database!
: IDX Database : The IDX DATABASE is a unique database that includes nearly 100 fields of data, some as far back as 1901! It is divided into 12 groups which can be purchased individually. Now, you can chart the CPI, money rates, Fed Reserves, etc., along with your own equities! Study the DOW from 1901 or design your own momentum indicator with our market breadth values.
Salford Systems : CART 4.0 : CART®is a robust, easy-to-use decision tree tool that automatically sifts large, complex databases, searching for and isolating significant patterns and relationships. This discovered knowledge is then used to generate reliable, easy-to-grasp predictive models for applications such as profiling customers, targeting direct mailings, detecting telecommunications and credit card fraud, and managing credit risk.
StatSoft Inc : STATISTICA: Neural Networks 6.0 : The popularity of neural network methodology is rapidly growing in a wide variety of areas from basic research, to data mining applications, business forecasting and risk management, engineering, and others (see Example Applications). STATISTICA Neural Networks is the most technologically advanced and best performing neural networks application on the market. It offers numerous unique advantages and will appeal not only to neural network experts (by offering to them an extraordinary selection of network types and training algorithms), but also to new users in the field of neural computing (via the unique Intelligent Problem Solver, a tool that can guide the user through the necessary procedures for creating neural networks).
The MathWorks Inc : Neural Network Toolbox 4.0.1 : Design and simulate neural networks. This toolbox provides a complete set of functions and a graphical user interface for the design, implementation, visualization, and simulation of neural networks. It supports the most commonly used supervised and unsupervised network architectures and a comprehensive set of training and learning functions
: MATLAB 6.1 : The Language of Technical Computing. MATLAB integrates mathematical computing, visualization, and a powerful language to provide a flexible environment for technical computing. The open architecture makes it easy to use MATLAB and its companion products to explore data, create algorithms, and create custom tools that provide early insights and competitive advantages.
Triant Technologies Inc* : ModelWare/RT : Multivariate modeling predicts, identifies, displays equipment performance and faults in real time. Process trace data collection, setpoint, model-based alarms. Data archiving and reporting
Ward
Systems Group Inc : NeuroShell Run-Time Server : contains Excel addins and a programmer's "API" so you may apply (call) models
created in either NeuroShell Predictor or Classifier from Excel or from your own
programs with a license to distribute royalty free. The NeuroShell Run-Time Server allows you to fire networks created
with the NeuroShell Predictor or NeuroShell Classifier from either a simple
interface, from your own computer programs, or from Excel spreadsheets. That
means you can use the net models with new data without using our interface.
: NeuroShell Engine : a programmer's "API" for existing customers which specially licenses the internal learning mechanisms of the NeuroShell Predictor and NeuroShell Classifier for inclusion in their own applications, Our users are very impressed with our NeuroShell Predictor and Classifier neural networks, including Turboprop 2. We're not surprised. We spent over three years of research building these powerful, state-of-the-art neural network algorithms. So, at your request, we're now selling a product that will allow you to embed these neural networks, including training, into your own programs.
The new product is called the NeuroShell Engine. It is an Active X control that can be loaded into your Visual Basic, C++, or Delphi programs to bring the neural network power of the NeuroShell Predictor and Classifier to your programs. Incorporating the best neural networks on the planet is a piece of cake!
: NeeuroShell Trader : enables you to create and backtest end-of-day or intraday financial forecasting models that may include indicators, trading rules, neural networks, and genetic algorithm optimization. You’ve reached the home of the NeuroShell Trader, trading software that will revolutionize the way you build your market strategies. You choose from traditional analysis techniques and state-of-the-art artificial intelligence technology (fast neural network software for predictions and efficient genetic algorithm software for optimizing trading rules and indicators). Add-ons include fuzzy logic and cluster indicators for pattern recognition. Use the NeuroShell Trader to build your model, then backtest your trading system prior to entering the market
: NeuroShell Classifier : professional system that learns historical patterns to categorize or classify data. The NeuroShell Classifier solves classification and categorization problems based on patterns learned from historical data. The Classifier produces outputs which are the probabilities of the input pattern belonging to each of several categories. Examples of categories include {acidic, neutral, alkaline}, {buy, sell, hold}, and {cancer, benign}.
The classification algorithms (one is a new neural network and the other is a statistical classifier driven by a genetic algorithm) are the crowning achievement of several years of research. These algorithms have been optimized to solve classification problems. Gone are the days of dozens of parameters that must be artistically set to create a good model without over fitting. Gone are the days of hiring a neural net expert or a statistician to build your classification models.
: NeuroShell 2 : an experimentation kit of 16 classic neural network architectures primarily for students and professors. NeuroShell 2 combines powerful neural network architectures, a Microsoft® Windows icon driven user interface, sophisticated utilities, and popular options to give users the ultimate neural network experimental environment. It is recommended for academic users only, or those users who are concerned with classic neural network paradigms like backpropagation. Users interested in solving real problems should consider the NeuroShell Predictor, NeuroShell Classifier, or the NeuroShell Trader
: NeuroShell Predictor : professional system to solve forecasting and estimation problems by learning historical data. This product is used for forecasting and estimating numeric amounts such as sales, prices, workload, level, cost, scores, speed, capacity, etc. NeuroShell Predictor is a simple step by step process that uses recognized forecasting methods to look for future trends in your existing data. It contains the most sophisticated prediction algorithms available today yet is designed to be extremely effective with minimum intervention by the user. The program reads and writes text files for easy access to and from other programs
Yale Systems Inc : Engineering Consulting : Yale Systems.COM is an artificial intelligence consulting company specializing in expert diagnostic systems and neural networks. The opportunity presented by these technologies, as Business Week has reported, "is huge" and Yale Systems is capable of helping almost any firm with a complex product or process take advantage of these cutting edge technologies. The benefits of these artificial intelligence systems include improving the speed of decision making, enhancing skill level, and shortening the learning curve.