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Improving Neuroph Performance

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We’ve published an article with Neuroph performance analysis  and released the development version of Neuroph 2.5a which contains backpropagation implementation optimized for high performance.  Along with this we’ve included benchmarking code contributed by tahere as separate NetBeans project. We also announced development plans to improve Neuroph performance and we expect to get feedback from our community and contibutors. We allready managed to improve performance significantly, but we’re going to try some more in order to be competitive with other frameworks. Also we have some results that may show that recent benchmarking might be misleading, but we need some more testing to do.

Ana is a PhD now

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It was a real GOOD OLD AI day today! Just a couple of hours after Filip has become a BSc, Ana has defended her PhD thesis in a brilliant session, with most positive reactions from the members of the committee. Congratulations, Ana!

Filip is a BSc now!

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We are glad to annonce that our undergraduate member Filip Radulovic has successfully and brilliantly defended his BSc thesis.

Congratulations!

Nela, Aleksandra and Nikola are BSCs now!

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It is an extreme pleasure to annonce that our undergraduate members Nela Kolundzija, Aleksandra Manic and Nikola Milikic have successfully and brilliantly defended their BSc theses.

Congratulations!

Digit recognition with Neuroph on Android

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Neuroph has successfully been used to create a digit recognition application on Android. Read the entire post at http://www.jdamcd.com/?p=84

JEFF 1.0.0 beta released

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JEFF (Java Explanation Facility Framework) 1.0.0 beta is released and can be downloaded here.

It incorporates some new features and changes such as:

  • "STRATEGY" explanations can now be provided as well
  • A wizard to help create explanations more easily
  • An option to exclude headers from reports
  • A title can now be inserted into the explanation and included in the report
  • A stabilized API
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