projects

reports, tutorials, papers and other random notes


Echo State Networks with Filter Neurons and a Delay&Sum Readout
A delay&sum readout tries to improve the quite limited short-term memory of ESNs to cope with long-term dependencies and with filter neurons it is possible to generate signals at different timescales/frequencies.

Sparse Matrix Library Benchmark
Benchmark of C++ Libraries for Sparse Matrix Scientific Computation
HTML version: sparselib_benchmark_html
PDF version: SparseLibBenchmark.pdf

Echo State Networks in Audio Processing
In this article Echo State Networks, a special form of recurrent neural networks, are discussed in the area of nonlinear audio signal processing.

IAEMStream - an On-Demand Streaming Server Product
IAEMStream is an on-demand streaming server product for the open source content management system Zope/Plone. This report discusses the underlying technologies and the IAEMStream product itself.

Workshop: Sound Spatialization in PD
Workshop about Stereo, Multichannel and Binaural Sound Spatialization in Pure Data

german seminar talks for university lectures:

 

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