Architecture of memory blocks for hardware implementation of partially parallel fuzzy ART neural network
Електронний науковий архів Науково-технічної бібліотеки Національного університету "Львівська політехніка"
Переглянути архів Інформація| Поле | Співвідношення | |
| Title |
Architecture of memory blocks for hardware implementation of partially parallel fuzzy ART neural network
|
|
| Creator |
Shatnyi, Serhii
Tymoshchuk, Pavlo |
|
| Contributor |
National University of Water and Environmental Engineering
Lviv Polytechnic National University |
|
| Date |
2019-06-24T14:06:55Z
2019-06-24T14:06:55Z 2018-10-19 2018-10-19 |
|
| Type |
Conference Abstract
|
|
| Identifier |
Shatnyi S. Architecture of memory blocks for hardware implementation of partially parallel fuzzy ART neural network / Serhii Shatnyi, Pavlo Tymoshchuk // САПР у проектуванні машин. Задачі впровадження та навчання : матеріали XXVI Міжнародної українсько-польської науково-технічної конференції, 19-20 жовтня 2018 року, Львів. — Львів : Видавництво Львівської політехніки, 2018. — С. 42–47.
978-966-941-229-4 http://ena.lp.edu.ua:8080/handle/ntb/45216 Shatnyi S. Architecture of memory blocks for hardware implementation of partially parallel fuzzy ART neural network / Serhii Shatnyi, Pavlo Tymoshchuk // SAPR u proektuvanni mashyn. Zadachi vprovadzhennia ta navchannia : materialy XXVI Mizhnarodnoi ukrainsko-polskoi naukovo-tekhnichnoi konferentsii, 19-20 zhovtnia 2018 roku, Lviv. — Lviv : Vydavnytstvo Lvivskoi politekhniky, 2018. — P. 42–47. |
|
| Language |
en
|
|
| Relation |
САПР у проектуванні машин. Задачі впровадження та навчання : матеріали XXVI Міжнародної українсько-польської науково-технічної конференції, 2018
[1] S. Grossberg, "Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world," Neural Networks, vol. 37, pp. 1-47, Jan. 2013. [2] M. Martinez-Zarzuela, F. Pernas, J. Higuera, M. Rodriguez, "Fuzzy ART neural network parallel computing on the GPU," in Proc. Int. Work-Conf. on Artificial Neural Networks, Jun. 20, 2007, pp. 463-470. [3] Serhii Shatnyi, Pavlo Tymoshchuk, "Simulation of sequential and partially parallel Fuzzy ART neural network," in Proc. 14th Int. Conf. “The Experience of Designing and Application of CAD Systems in Microelectronics”, Feb. 21-25, 2017, pp. 372 – 374. [4] T. Serrano-Gotarredona and B. Linares-Barranco, "A modified ART 1 algorithm more suitable for VLSI implementations," Neural Networks,vol. 9, no. 6, , Aug. 1996. pp.1025-1043. [5] P. V. Tymoshchuk, S. V. Shatnyi, "Hardware implementation design of partially parallel clustering system based on Fuzzy ART using LabVIEW," in Proc. XXIVth Int. Ukrainian-Polish Conf. “CAD in Machinery Design. Implementations and Educational Issues, L’viv, Ukraine, Oct. 21-22, 2016, pp. 29-30. [6] S. Shatnyi and P. Tymoshchuk, "Simulation of electrocardiogram processing and analysis using Fuzzy ART," Computer Systems of Design. Theory and Practice, No 882, pp. 70-75, 2017. [1] S. Grossberg, "Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world," Neural Networks, vol. 37, pp. 1-47, Jan. 2013. [2] M. Martinez-Zarzuela, F. Pernas, J. Higuera, M. Rodriguez, "Fuzzy ART neural network parallel computing on the GPU," in Proc. Int. Work-Conf. on Artificial Neural Networks, Jun. 20, 2007, pp. 463-470. [3] Serhii Shatnyi, Pavlo Tymoshchuk, "Simulation of sequential and partially parallel Fuzzy ART neural network," in Proc. 14th Int. Conf. "The Experience of Designing and Application of CAD Systems in Microelectronics", Feb. 21-25, 2017, pp. 372 – 374. [4] T. Serrano-Gotarredona and B. Linares-Barranco, "A modified ART 1 algorithm more suitable for VLSI implementations," Neural Networks,vol. 9, no. 6, , Aug. 1996. pp.1025-1043. [5] P. V. Tymoshchuk, S. V. Shatnyi, "Hardware implementation design of partially parallel clustering system based on Fuzzy ART using LabVIEW," in Proc. XXIVth Int. Ukrainian-Polish Conf. "CAD in Machinery Design. Implementations and Educational Issues, L’viv, Ukraine, Oct. 21-22, 2016, pp. 29-30. [6] S. Shatnyi and P. Tymoshchuk, "Simulation of electrocardiogram processing and analysis using Fuzzy ART," Computer Systems of Design. Theory and Practice, No 882, pp. 70-75, 2017. |
|
| Rights |
© Національний університет «Львівська політехніка», 2018
|
|
| Format |
42-47
6 application/pdf image/png |
|
| Coverage |
19-20 жовтня 2018 року, Львів
Львів |
|
| Publisher |
Видавництво Львівської політехніки
|
|