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NeuralPower
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Introduction of NeuralPower
NeuralPower
is an easiest-to-use yet powerful Artificial Neural Network (ANN) program. It
is designed especially for common users who want to employ ANN in their studies
or projects effortlessly. With its friendly user-interface, simple operations
and high efficient performance, most of general ANN problems can be handed with
great results
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2: What can be done with NeuralPower and who needs it?
NeuralPower can be used in almost all research fields such
as multi-nonlinear regression, forecasting, curve fit, pattern recognition,
classification, decision making, problem optimization, time series analysis and
market performance.
NeuralPower is suitable for:
- People who have to
work with or analyses data in any form.
- People with problems
are complex, laborious, 'fuzzy' or simply un-resolvable with present
methods.
- People who simply want
to improve on their current techniques and gain competitive advantage.
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- Unique!
Multi-learning data files supported: almost all other similar products
support only one data file for learning process. Sometimes, this is a not
enough for real problem (see “Rainfall-runoff" example).
- Unique! Normal and
grid data types supported: no any other products support “Grid” data type
learning.
- Visual
Control of Learning! Visual and real time monitoring of learning process. Almost all
aspects of network could be controlled in graphical mode, i.e. any
connection weight, variations of RMSE.
- Visual
design of network structures.
- Unique!
Steps-by-Steps learning.
-
Interrupting/suspending and resuming of learning process are supported. Learning can
start from a set of random weights or weights specified by customer.
- Five
learning algorithms, including Genetic
Algorithms and Levnberg-Marquardt
Algorithm.
Fast converge of
learning can be easily achieved.
- No
limitation on hidden layer numbers and nodes number of each layer. Each
layer can have different transfer functions.
- Besides six types of
most-often used transfer functions, customers can define functions of
their self.
- One-click settlement for
time series analysis.
- Abilities for optimal
study and 2D-3D graphical analysis.
- Excel-like,
multi-windows data file editor enhanced by VB, Java and Delphi/Pascal
script languages. Input/export Excel File (.xls), DBase File (.dbf), Access
File (.mdb) and Comma-delimited Text File (.csv) directly.
- Chart
Function: create, edit, and
store multi-charts within a single data file.
- Linear, multi-linear regression
with over 30 pre-defined functions.
- Matrix operation, data arrange
tools, and much more...
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Running the 32-bit
version of NeuralPower requires a minimum 486 processor and Windows 95/98/2000/ME/XP
or NT 4.0. A complete installation requires less than 10 MB of hard disk space.
We welcome your input on how we can improve NeuralPower to make it more useful
to the users.
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