TELKOMNIKA (Telecommunication Computing Electronics and Control)
Vol 18, No 3: June 2020

Towards cognitive artificial intelligence device: an intelligent processor based on human thinking emulation

Catherine Olivia Sereati (Universitas Katolik Indonesia Atma Jaya Jakarta)
Arwin Datumaya Wahyudi Sumari (Applied Master on Electrical Engineering State Polytechnic of Malang)
Trio Adiono (Institut Teknologi Bandung)
Adang Suwandi Ahmad (Institut Teknologi Bandung)



Article Info

Publish Date
01 Jun 2020

Abstract

The intervention of computer technology began the era of a more intelligent and independent instrumentation system based on intelligent methods such as artificial neural networks, fuzzy logic, and genetic algorithm. On the other hand, processor with artificial cognitive ability has also been discovered in 2016. The architecture of the processor was designed based on knowledge growing system (KGS) algorithm, a new concept in artificial intelligence (AI) which is focused on the emulation of the process of the growing of knowledge in human brain after getting new information from human sensory organs. KGS is considered as the main method of a new perspective in AI called as cognitive artificial intelligence (CAI). The design is to obtain the architecture of the data path of the processor. We found that the complexity of the processor circuit is determined by the number of combinations of sensors and hypotheses as the main inputs to the processor. This paper addresses the development of an intelligence processor based on cognitive AI in order to realize an Intelligence Instrumentation System. The processor is implemented in field programmable gate array (FPGA) and able to perform human thinking emulation by using KGS algorithm.

Copyrights © 2020






Journal Info

Abbrev

TELKOMNIKA

Publisher

Subject

Computer Science & IT

Description

Submitted papers are evaluated by anonymous referees by single blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully in 10 weeks. Please notice that because of the great number of ...