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Auratus

Permanent Link: http://ncf.sobek.ufl.edu/NCFE003282/00001

Material Information

Title: Auratus A Java Based Neural Network Suite
Physical Description: Book
Language: English
Creator: Pitchford, Tyler
Publisher: New College of Florida
Place of Publication: Sarasota, Fla.
Creation Date: 2003
Publication Date: 2003

Subjects

Subjects / Keywords: Java
Neural Network(s)
Framework
Genre: bibliography   ( marcgt )
theses   ( marcgt )
government publication (state, provincial, terriorial, dependent)   ( marcgt )
born-digital   ( sobekcm )
Electronic Thesis or Dissertation

Notes

Abstract: As the computational power of modern computers continues to increase, software developers have the ability to research more complex topologies and problem domains for artificial neural networks. Proper software design is a crucial step in allowing developers to reduce development time and expenses, ideally providing a set of architecture suggestions and pre-built components that allow developers to create real-world applications with diminished effort. This thesis focuses on the and evaluation of the Auratus software framework: a java based framework for neural network development. The Auratus framework contains a set of node and edge components, as well as a set of derived components representing the network, algorithm, and other various high-level constructs, commonly used in the development of neural networks. Auratus succeeds in providing a set of reusable and extendible controls, allowing for faster development of neural network applications. However, developers may find it difficult to adapt to Auratus' design, especially if they are use to classical design methodologies. Although construction of algorithms and network topologies is highly intuitive with the Auratus framework, developers may find the additional resource requirements Auratus requires too high.
Statement of Responsibility: by Tyler Pitchford
Thesis: Thesis (B.A.) -- New College of Florida, 2003
Electronic Access: RESTRICTED TO NCF STUDENTS, STAFF, FACULTY, AND ON-CAMPUS USE
Bibliography: Includes bibliographical references.
Source of Description: This bibliographic record is available under the Creative Commons CC0 public domain dedication. The New College of Florida, as creator of this bibliographic record, has waived all rights to it worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law.
Local: Faculty Sponsor: Mullins, David

Record Information

Source Institution: New College of Florida
Holding Location: New College of Florida
Rights Management: Applicable rights reserved.
Classification: local - S.T. 2003 P6
System ID: NCFE003282:00001

Permanent Link: http://ncf.sobek.ufl.edu/NCFE003282/00001

Material Information

Title: Auratus A Java Based Neural Network Suite
Physical Description: Book
Language: English
Creator: Pitchford, Tyler
Publisher: New College of Florida
Place of Publication: Sarasota, Fla.
Creation Date: 2003
Publication Date: 2003

Subjects

Subjects / Keywords: Java
Neural Network(s)
Framework
Genre: bibliography   ( marcgt )
theses   ( marcgt )
government publication (state, provincial, terriorial, dependent)   ( marcgt )
born-digital   ( sobekcm )
Electronic Thesis or Dissertation

Notes

Abstract: As the computational power of modern computers continues to increase, software developers have the ability to research more complex topologies and problem domains for artificial neural networks. Proper software design is a crucial step in allowing developers to reduce development time and expenses, ideally providing a set of architecture suggestions and pre-built components that allow developers to create real-world applications with diminished effort. This thesis focuses on the and evaluation of the Auratus software framework: a java based framework for neural network development. The Auratus framework contains a set of node and edge components, as well as a set of derived components representing the network, algorithm, and other various high-level constructs, commonly used in the development of neural networks. Auratus succeeds in providing a set of reusable and extendible controls, allowing for faster development of neural network applications. However, developers may find it difficult to adapt to Auratus' design, especially if they are use to classical design methodologies. Although construction of algorithms and network topologies is highly intuitive with the Auratus framework, developers may find the additional resource requirements Auratus requires too high.
Statement of Responsibility: by Tyler Pitchford
Thesis: Thesis (B.A.) -- New College of Florida, 2003
Electronic Access: RESTRICTED TO NCF STUDENTS, STAFF, FACULTY, AND ON-CAMPUS USE
Bibliography: Includes bibliographical references.
Source of Description: This bibliographic record is available under the Creative Commons CC0 public domain dedication. The New College of Florida, as creator of this bibliographic record, has waived all rights to it worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law.
Local: Faculty Sponsor: Mullins, David

Record Information

Source Institution: New College of Florida
Holding Location: New College of Florida
Rights Management: Applicable rights reserved.
Classification: local - S.T. 2003 P6
System ID: NCFE003282:00001

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