Filip Piekniewski

Publication Activity (10 Years)

Years Active: 2004-2016
Publications (10 Years): 2

Top Topics

Biologically Inspired

Media Processing

Unsupervised Learning

Deep Architectures

Top Venues

Publications

Filip Piekniewski, Patryk A. Laurent, Csaba Petre, Micah Richert, Dimitry Fisher, Todd Hylton
Unsupervised Learning from Continuous Video in a Scalable Predictive Recurrent Network. CoRR (2016)
Micah Richert, Dimitry Fisher, Filip Piekniewski, Eugene M. Izhikevich, Todd Hylton
Fundamental principles of cortical computation: unsupervised learning with prediction, compression and feedback. CoRR (2016)
Filip Piekniewski
Persistent Activation Blobs in Spiking Neural Networks with Mexican Hat Connectivity. ICAISC (2) (2010)
Jaroslaw Piersa, Filip Piekniewski, Tomasz Schreiber
Theoretical Model for Mesoscopic-Level Scale-Free Self-Organization of Functional Brain Networks. IEEE Trans. Neural Networks 21 (11) (2010)
Filip Piekniewski
Spectra of the Spike Flow Graphs of Recurrent Neural Networks. ICANN (2) (2009)
Filip Piekniewski
Robustness of power laws in degree distributions for spiking neural networks. IJCNN (2009)
Filip Piekniewski, Tomasz Schreiber
Spontaneous scale-free structure of spike flow graphs in recurrent neural networks. Neural Networks 21 (10) (2008)
Filip Piekniewski, Tomasz Schreiber
Emergence of Scale-free Spike Flow Graphs in Recurrent Neural Networks. FOCI (2007)
Filip Piekniewski
Mesoscopic Approach to Locally Hopfield Neural Networks in Presence of Correlated Patterns. IJCNN (2006)
Filip Piekniewski, Leszek Rybicki
Visualizing and Analyzing Multidimensional Output from MLP Networks via Barycentric Projections. ICAISC (2004)