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Marta Kolasa
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Parallel programmable asynchronous neighborhood mechanism for Kohonen SOM implemented in CMOS technology
R Dlugosz, M Kolasa, W Pedrycz, M Szulc
IEEE Transactions on Neural Networks 22 (12), 2091-2104, 2011
442011
A programmable triangular neighborhood function for a Kohonen self-organizing map implemented on chip
M Kolasa, R Długosz, W Pedrycz, M Szulc
Neural Networks 25, 146-160, 2012
412012
Analog programmable distance calculation circuit for winner takes all neural network realized in the CMOS technology
T Talaśka, M Kolasa, R Długosz, W Pedrycz
Ieee transactions on neural networks and learning systems 27 (3), 661-673, 2015
362015
An FPGA implementation of the asynchronous programmable neighborhood mechanism for WTM self-organizing map
R Długosz, M Kolasa, M Szulc
Proceedings of the 18th International Conference Mixed Design of Integrated …, 2011
152011
An efficient initialization mechanism of neurons for Winner Takes All Neural Network implemented in the CMOS technology
T Talaśka, M Kolasa, R Długosz, PA Farine
Applied Mathematics and Computation 267, 119-138, 2015
132015
CMOS programmable asynchronous neighborhood mechanism for WTM kohonen neural network
R Dlugosz, M Kolasa
2008 15th International Conference on Mixed Design of Integrated Circuits …, 2008
122008
The concept of intelligent system for street lighting control using artificial neural networks
M Kolasa
Prz. Elektrotechniczny 92 (7), 32-37, 2016
112016
Efficient methods of initializing neuron weights in self-organizing networks implemented in hardware
M Kolasa, R Długosz, T Talaśka, W Pedrycz
Applied Mathematics and Computation 319, 31-47, 2018
102018
Fungal consortia for conversion of lignocellulose into bioproducts
M Zoglowek, GH Hansen, PS Lübeck, M Lübeck
Fungal Biotechnology for Biofuels. Mycology: Current and Future Developments …, 2016
102016
An advanced software model for optimization of self-organizing neural networks oriented on implementation in hardware
M Kolasa, R Długosz
2015 22nd International Conference Mixed Design of Integrated Circuits …, 2015
102015
Programmable triangular neighborhood function for Kohonen self-organizing map implemented on chip
R Długosz, M Kolasa, K Bieliński
Proceedings of the 17th International Conference Mixed Design of Integrated …, 2010
102010
Application of artificial neural network to predict survival time for patients with bladder cancer
M Kolasa, R Wojtyna, R Długosz, W Jóźwicki
Computers in Medical Activity, 113-122, 2009
82009
Parallel asynchronous neighborhood mechanism for WTM Kohonen network implemented in CMOS technology.
M Kolasa, R Dlugosz
ESANN, 331-336, 2008
82008
Design and optimization of hardware-efficient filters for active safety algorithms
RT Dlugosz, M Szulc, M Kolasa, P Skruch, K Kogut, P Markiewicz, ...
SAE International Journal of Passenger Cars-Electronic and Electrical …, 2015
72015
Implementation Issues of Kohonen Self-Organizing Map Realized on FPGA.
R Dlugosz, M Kolasa, M Szulc, W Pedrycz, PA Farine
ESANN, 2012
62012
Programmable triangular neighborhood functions of Kohonen Self-Organizing Maps realized in CMOS technology.
R Dlugosz, M Kolasa, W Pedrycz
ESANN, 2010
62010
Sztuczna sieć neuronowa wspomagająca sterowanie oświetleniem ulicznym
M Drechny, M Kolasa
Rynek Energii, 90--95, 2016
52016
A novel recursive algorithm used to model hardware programmable neighborhood mechanism of self-organizing neural networks
M Kolasa, T Talaska, R Długosz
Applied Mathematics and Computation 267, 314-328, 2015
52015
Optimization of the neighborhood mechanism for hardware implemented kohonen neural networks
R Długosz, M Kolasa
European Symposium on Artificial Neural Networks, 565-570, 2009
52009
An energy-efficient, parallel neighborhood and adaptation functions for hardware implemented self-organizing maps applied in smart grid
M Kolasa
Energies 13 (5), 1197, 2020
42020
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