Detail publikačního výsledku

Cellular Neural Network in Noise Removing

LUDVÍK, J., VRBA, R.

Originální název

Cellular Neural Network in Noise Removing

Anglický název

Cellular Neural Network in Noise Removing

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

The paper discusses problems with a CNN CMOS implementation on an IC chip. Cell circuit is developed and simulated using HSpice simulator and CNN Java simulator. Final microelectronic structure is designed with these assumptions: simple structure, low number of transistors, small occupied area on the chip and high processing speed. The design is realised in Alcatel Mietec 0.35um CMOS technology. A functionality of the network for noise removing is proved for a network 3x3 cells and for a network of 8x8 cells, both networks exploiting the same neuone with fixed synaptic weights. The network of 8x8 cells implements added functions - the horizontal and vertical line detections.

Anglický abstrakt

The paper discusses problems with a CNN CMOS implementation on an IC chip. Cell circuit is developed and simulated using HSpice simulator and CNN Java simulator. Final microelectronic structure is designed with these assumptions: simple structure, low number of transistors, small occupied area on the chip and high processing speed. The design is realised in Alcatel Mietec 0.35um CMOS technology. A functionality of the network for noise removing is proved for a network 3x3 cells and for a network of 8x8 cells, both networks exploiting the same neuone with fixed synaptic weights. The network of 8x8 cells implements added functions - the horizontal and vertical line detections.

Klíčová slova

Neurone cell, IC chip, synaptic weight, noise removal, detection

Klíčová slova v angličtině

Neurone cell, IC chip, synaptic weight, noise removal, detection

Autoři

LUDVÍK, J., VRBA, R.

Vydáno

01.01.2002

Nakladatel

Vysoké učení technické v Brně

Místo

Brno

ISBN

80-214-2180-0

Kniha

ELECTRONIC DEVICES AND SYSTEMS 02 - PROCEEDINGS

Strany od

330

Strany počet

7

Plný text v Digitální knihovně

http://hdl.handle.net/

BibTex

@inproceedings{BUT4964,
  author="Jan {Ludvík} and Radimír {Vrba}",
  title="Cellular Neural Network in Noise Removing",
  booktitle="ELECTRONIC DEVICES AND SYSTEMS 02 - PROCEEDINGS",
  year="2002",
  number="1.",
  pages="7",
  publisher="Vysoké učení technické v Brně",
  address="Brno",
  isbn="80-214-2180-0"
}