Marta Kolasa

According to our database, Marta Kolasa authored at least 17 papers between 2008 and 2018.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2018

Efficient methods of initializing neuron weights in self-organizing networks implemented in hardware.

Marta Kolasa, Rafal Dlugosz, Tomasz Talaska, Witold Pedrycz

Appl. Math. Comput., 2018

Parallel, Asynchronous Winner Selection Circuit for Hardware Implemented Self-Organizing Maps.

Tomasz Talaska, Marta Kolasa, Rafal Dlugosz

Proceedings of the 25th International Conference "Mixed Design of Integrated Circuits and System", 2018

2017

A serial distance calculation circuit for the application in artificial neural networks and pattern recognition.

Marta Kolasa, Tomasz Talaska, Rafal Dlugosz

Proceedings of the 24th International Conference Mixed Design of Integrated Circuits and Systems, 2017

2016

Analog Programmable Distance Calculation Circuit for Winner Takes All Neural Network Realized in the CMOS Technology.

Tomasz Talaska, Marta Kolasa, Rafal Dlugosz, Witold Pedrycz

IEEE Trans. Neural Networks Learn. Syst., 2016

2015

An efficient initialization mechanism of neurons for Winner Takes All Neural Network implemented in the CMOS technology.

Tomasz Talaska, Marta Kolasa, Rafal Dlugosz, Pierre-André Farine

Appl. Math. Comput., 2015

A novel recursive algorithm used to model hardware programmable neighborhood mechanism of self-organizing neural networks.

Marta Kolasa, Tomasz Talaska, Rafal Dlugosz

Appl. Math. Comput., 2015

An advanced software model for optimization of self-organizing neural networks oriented on implementation in hardware.

Marta Kolasa, Rafal Dlugosz

Proceedings of the 22nd International Conference Mixed Design of Integrated Circuits & Systems, 2015

Problem of efficient initialization of large Self-Organizing Maps implemented in the CMOS technology.

Marta Kolasa, Rafal Dlugosz, Witold Pedrycz

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014

An Optimized Learning Algorithm Based on Linear Filters Suitable for Hardware implemented Self-Organizing Maps.

Marta Kolasa, Rafal Dlugosz, Tomasz Talaska, Witold Pedrycz

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2012

A programmable triangular neighborhood function for a Kohonen self-organizing map implemented on chip.

Marta Kolasa, Rafal Dlugosz, Witold Pedrycz, Michal Szulc

Neural Networks, 2012

Implementation Issues of Kohonen Self-Organizing Map Realized on FPGA.

Rafal Dlugosz, Marta Kolasa, Michal Szulc, Witold Pedrycz, Pierre-André Farine

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Parallel Programmable Asynchronous Neighborhood Mechanism for Kohonen SOM Implemented in CMOS Technology.

Rafal Dlugosz, Marta Kolasa, Witold Pedrycz, Michal Szulc

IEEE Trans. Neural Networks, 2011

Fisherman learning algorithm of the SOM realized in the CMOS technology.

Rafal Dlugosz, Marta Kolasa, Witold Pedrycz

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2010

Programmable triangular neighborhood functions of Kohonen Self-Organizing Maps realized in CMOS technology.

Rafal Dlugosz, Marta Kolasa, Witold Pedrycz

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Hardware Implementation Issues of the Neighborhood Mechanism in Kohonen Self Organized Feature Maps.

Marta Kolasa, Rafal Dlugosz

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

New Fast Training Algorithm Suitable for Hardware Kohonen Neural Networks Designed for Analysis of Biomedical Signals.

Rafal Dlugosz, Marta Kolasa

Proceedings of the BIODEVICES 2009, 2009

2008

Parallel asynchronous neighborhood mechanism for WTM Kohonen network implemented in CMOS technology.

Marta Kolasa, Rafal Dlugosz

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008