Resources

Machine Learning for Signal Processing

Technical Committee

Resources

• IEEE Homepage
• IEEE Signal Processing Society Homepage
• LVA Central
• IEEE Neural Network Council Homepage
• IEEE Computer Society Homepage
• IEEE Journals On-Line
• Public Domain Software
• Benchmark Databases
• On-Line Bibliography and Document Archives
• IBM Free Patent Database on WEB

On-Line Bibliography and Document Archives

• SPIB - Signal Processing Information Base: (Access via FTP)
  Contains books, paper archives, data, software, newsletter archives, etc.
• SCAD - Systems and Control Archive at Dallas: (Access via WWW homepage) Contains books, paper archives, software, conference announcement, eletter archives, job archives, thesis, etc.
• Neuroprose Paper Archives: (Access via FTP)
  Contains preprints (in postscript format) of many important papers in connectionist and machine learning research.
• Computer Vision Homepage: (Access via WWW)
  This is a springboard to many on-line vision related archives. It links to more than 5000 test images, FTP and GOPHER archives, publications, source code, newsgroups, conferences, and more than 100 research groups' home pages. It also points to archives such as PEIPA at UK, ECVNet Web archive in Italy, all-legal texture database at MIT, etc.
• NIPS 95 Online Proceedings .
  Many of the papers presented at NIPS*95 have been made available online by their authors.
• The BibTeX Database Collection at the Vienna Center for Computational Intelligence .
  The Vienna Center for Computational Intelligence maintains BibTeX databases for a growing number of CI-related journals and conference proceedings (with emphasis on neural networks). All bibtex files use a unified key format, so citing from our BibTeX files is easy.

Public Domain Neural Network Benchmark Databases

• DELVE project at University of Toronto

Public Domain Neural Network Software Information

• SOM_PAK: C implementation of the Self Organization Map. You can FTP the Package.
• LVQ_PAK : C implementation of the Learning Vector Quantization algorithm. You can FTP the Package .
• PDP++ : C++ PDP simulator based on Vol. 3 of the 1986 PDP book.
  You may also want to visit the Web Site , Anonymous FTP Site.
• MLC++ : Machine Learning Code in C++
  Web Site .
• GENESIS Version 2.0 FTP site and README .
• Khepera Simulator FTP site and README .
• NN Based System Identification ToolBox in Matlab FTP site and README .

Publications

• IEEE Transactions on Signal Processing
• IEEE Transactions on Image Processing
• IEEE Signal Processing Letters