Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Marios Gourdouparis"'
Publikováno v:
Sensors, Vol 23, Iss 8, p 3978 (2023)
A novel analog integrated implementation of a hardware-friendly support vector machine algorithm that can be a part of a classification system is presented in this work. The utilized architecture is capable of on-chip learning, making the overall cir
Externí odkaz:
https://doaj.org/article/082179c8f1434586ac39d062761f0f63
Publikováno v:
Analog Integrated Circuits and Signal Processing. 112:225-236
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f491dcb71b73badbd20e31f424ef78af
https://doi.org/10.1007/s10470-022-02038-7
https://doi.org/10.1007/s10470-022-02038-7
Publikováno v:
2021 34th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI).
This work introduces a compact, ultra-low power (3.3nW) Gaussian circuit architecture for Kernel function emulation. It has independent and electronically adjustable mean value, amplitude and deviation, operating with 0.6V power supply. It consists o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::eb3a2a10435181ebaa362d9ded2d240c
https://doi.org/10.1109/sbcci53441.2021.9529988
https://doi.org/10.1109/sbcci53441.2021.9529988
Autor:
Vassilis Alimisis, Georgios Gennis, Konstantinos Touloupas, Christos Dimas, Marios Gourdouparis, Paul P. Sotiriadis
Publikováno v:
Microelectronics Journal. 126:105510
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::11b7fb26603548b68efd5cf23d16d7d2
https://doi.org/10.1016/j.mejo.2022.105510
https://doi.org/10.1016/j.mejo.2022.105510
Publikováno v:
MOCAST
This work proposes an ultra-low power (6.0nW), low voltage (0.6V), bulk-controlled, 10-transistors bump circuit architecture for Gaussian-function implementation. It can be used as a building block for analog implementation of Gaussian Mixture Model
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ca1ebf6b64aab9fadf34c211f2ec66fe
https://doi.org/10.1109/mocast52088.2021.9493363
https://doi.org/10.1109/mocast52088.2021.9493363
Publikováno v:
2021 IEEE International Conference on Design & Test of Integrated Micro & Nano-Systems (DTS).
A compact, ultra-low power (4nW), low supply voltage (0.6V) Gaussian-bump circuit architecture for Radial Basis Functions implementation is presented. It consists of only ten transistors, all operating in sub-threshold. The Gaussians center, height a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fff5e6536212ec788da96ff2cd2ff351
https://doi.org/10.1109/dts52014.2021.9498044
https://doi.org/10.1109/dts52014.2021.9498044
Publikováno v:
ECCTD
This work proposes an integrated-circuit architecture emulating a standard fractional-order model of NickelCadmium cell for computer simulating electrochemical behavior. The architecture is based on fractional-order elements implemented with both act
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b02c5f76db0253d9fbbe34fc24c3bc9f
https://doi.org/10.1109/ecctd49232.2020.9218311
https://doi.org/10.1109/ecctd49232.2020.9218311
Publikováno v:
Electronics, Vol 10, Iss 2530, p 2530 (2021)
This review paper explores existing architectures, operating principles, performance metrics and applications of analog Gaussian function circuits. Architectures based on the translinear principle, the bulk-controlled approach, the floating gate appr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fc74bd360436e537d19c50b85e6a2b39
https://doi.org/10.3390/electronics10202530
https://doi.org/10.3390/electronics10202530
Publikováno v:
AEU - International Journal of Electronics and Communications. 136:153755
An ultra-low power ( 3.9 nW ), low supply-voltage ( 0.6 V ) and fully-tunable Gaussian-Bump circuit architecture for hardware-friendly implementation of Kernel functions is presented. The proposed architecture can be used to form hidden neuron cells
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a895cf09686aead1e4379198101046ea
https://doi.org/10.1016/j.aeue.2021.153755
https://doi.org/10.1016/j.aeue.2021.153755