The <i>Why</i>, <i>What</i>, and <i>How</i> of Artificial General Intelligence Chip Development

نویسندگان

چکیده

The AI chips increasingly focus on implementing neural computing at low power and cost. intelligent sensing, automation, edge applications have been the market drivers for chips. Increasingly, generalisation, performance, robustness, scalability of chip solutions are compared with human-like intelligence abilities. Such a requirement to transit from application-specific general must consider several factors. This article provides an overview this cross-disciplinary field study, elaborating generalisation as understood in building artificial (AGI) systems. work presents listing emerging technologies, classification implementations, funnel design flow AGI development. Finally, consideration required is listed along methods testing validating it.

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ژورنال

عنوان ژورنال: IEEE Transactions on Cognitive and Developmental Systems

سال: 2022

ISSN: ['2379-8920', '2379-8939']

DOI: https://doi.org/10.1109/tcds.2021.3069871