Filip Piekniewski

According to our database, Filip Piekniewski authored at least 12 papers between 2004 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2016

Fundamental principles of cortical computation: unsupervised learning with prediction, compression and feedback.

Micah Richert, Dimitry Fisher, Filip Piekniewski, Eugene M. Izhikevich, Todd Hylton

CoRR, 2016

Unsupervised Learning from Continuous Video in a Scalable Predictive Recurrent Network.

Filip Piekniewski, Patryk A. Laurent, Csaba Petre, Micah Richert, Dimitry Fisher, Todd Hylton

CoRR, 2016

2010

Theoretical Model for Mesoscopic-Level Scale-Free Self-Organization of Functional Brain Networks.

Jaroslaw Piersa, Filip Piekniewski, Tomasz Schreiber

IEEE Trans. Neural Networks, 2010

Persistent Activation Blobs in Spiking Neural Networks with Mexican Hat Connectivity.

Filip Piekniewski

Proceedings of the Artifical Intelligence and Soft Computing, 2010

2009

Robustness of power laws in degree distributions for spiking neural networks.

Filip Piekniewski

Proceedings of the International Joint Conference on Neural Networks, 2009

Spectra of the Spike Flow Graphs of Recurrent Neural Networks.

Filip Piekniewski

Proceedings of the Artificial Neural Networks, 2009

2008

Spontaneous scale-free structure of spike flow graphs in recurrent neural networks.

Filip Piekniewski, Tomasz Schreiber

Neural Networks, 2008

2007

Emergence of Scale-free Spike Flow Graphs in Recurrent Neural Networks.

Filip Piekniewski, Tomasz Schreiber

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

2006

Mesoscopic Approach to Locally Hopfield Neural Networks in Presence of Correlated Patterns.

Filip Piekniewski

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

Phase diagrams for locally Hopfield neural networks in presence of correlated patterns.

Filip Piekniewski, Tomasz Schreiber

Proceedings of the IEEE International Joint Conference on Neural Networks, 2005

2004

Visual comparison of performance for different activation functions in MLP networks.

Filip Piekniewski, Leszek Rybicki

Proceedings of the IEEE International Joint Conference on Neural Networks, 2004

Visualizing and Analyzing Multidimensional Output from MLP Networks via Barycentric Projections.

Filip Piekniewski, Leszek Rybicki

Proceedings of the Artificial Intelligence and Soft Computing, 2004