Marta Kolasa

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 4

Top Topics

Cmos Technology

Implementation Issues

Distance Calculation

Top Venues

Appl. Math. Comput.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Tomasz Talaska, Marta Kolasa, Rafal Dlugosz
Parallel, Asynchronous Winner Selection Circuit for Hardware Implemented Self-Organizing Maps. MIXDES (2018)
Marta Kolasa, Rafal Dlugosz, Tomasz Talaska, Witold Pedrycz
Efficient methods of initializing neuron weights in self-organizing networks implemented in hardware. Appl. Math. Comput. 319 (2018)
Marta Kolasa, Tomasz Talaska, Rafal Dlugosz
A serial distance calculation circuit for the application in artificial neural networks and pattern recognition. MIXDES (2017)
Tomasz Talaska, Marta Kolasa, Rafal Dlugosz, Witold Pedrycz
Analog Programmable Distance Calculation Circuit for Winner Takes All Neural Network Realized in the CMOS Technology. IEEE Trans. Neural Networks Learn. Syst. 27 (3) (2016)
Marta Kolasa, Rafal Dlugosz
An advanced software model for optimization of self-organizing neural networks oriented on implementation in hardware. MIXDES (2015)
Marta Kolasa, Rafal Dlugosz, Witold Pedrycz
Problem of efficient initialization of large Self-Organizing Maps implemented in the CMOS technology. CYBCONF (2015)
Marta Kolasa, Tomasz Talaska, Rafal Dlugosz
A novel recursive algorithm used to model hardware programmable neighborhood mechanism of self-organizing neural networks. Appl. Math. Comput. 267 (2015)
Tomasz Talaska, Marta Kolasa, Rafal Dlugosz, Pierre-André Farine
An efficient initialization mechanism of neurons for Winner Takes All Neural Network implemented in the CMOS technology. Appl. Math. Comput. 267 (2015)
Marta Kolasa, Rafal Dlugosz, Tomasz Talaska, Witold Pedrycz
An Optimized Learning Algorithm Based on Linear Filters Suitable for Hardware implemented Self-Organizing Maps. ESANN (2014)
Rafal Dlugosz, Marta Kolasa, Michal Szulc, Witold Pedrycz, Pierre-André Farine
Implementation Issues of Kohonen Self-Organizing Map Realized on FPGA. ESANN (2012)
Marta Kolasa, Rafal Dlugosz, Witold Pedrycz, Michal Szulc
A programmable triangular neighborhood function for a Kohonen self-organizing map implemented on chip. Neural Networks 25 (2012)
Rafal Dlugosz, Marta Kolasa, Witold Pedrycz
Fisherman learning algorithm of the SOM realized in the CMOS technology. ESANN (2011)
Rafal Dlugosz, Marta Kolasa, Witold Pedrycz, Michal Szulc
Parallel Programmable Asynchronous Neighborhood Mechanism for Kohonen SOM Implemented in CMOS Technology. IEEE Trans. Neural Networks 22 (12) (2011)
Rafal Dlugosz, Marta Kolasa, Witold Pedrycz
Programmable triangular neighborhood functions of Kohonen Self-Organizing Maps realized in CMOS technology. ESANN (2010)
Rafal Dlugosz, Marta Kolasa
New Fast Training Algorithm Suitable for Hardware Kohonen Neural Networks Designed for Analysis of Biomedical Signals. BIODEVICES (2009)
Marta Kolasa, Rafal Dlugosz
Hardware Implementation Issues of the Neighborhood Mechanism in Kohonen Self Organized Feature Maps. ESANN (2009)
Marta Kolasa, Rafal Dlugosz
Parallel asynchronous neighborhood mechanism for WTM Kohonen network implemented in CMOS technology. ESANN (2008)