Efficient methods of initializing neuron weights in self-organizing networks implemented in hardware
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DOI: 10.1016/j.amc.2017.01.043
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- Talaśka, Tomasz & Kolasa, Marta & Długosz, Rafał & Farine, Pierre-André, 2015. "An efficient initialization mechanism of neurons for Winner Takes All Neural Network implemented in the CMOS technology," Applied Mathematics and Computation, Elsevier, vol. 267(C), pages 119-138.
- Kolasa, Marta & Talaska, Tomasz & Długosz, Rafał, 2015. "A novel recursive algorithm used to model hardware programmable neighborhood mechanism of self-organizing neural networks," Applied Mathematics and Computation, Elsevier, vol. 267(C), pages 314-328.
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Cited by:
- Marta Kolasa, 2020. "An Energy-Efficient, Parallel Neighborhood and Adaptation Functions for Hardware Implemented Self-Organizing Maps Applied in Smart Grid," Energies, MDPI, vol. 13(5), pages 1-25, March.
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Keywords
Self-Organizing Maps; Initialization of neuron weights; CMOS implementation; Programmable circuits;All these keywords.
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