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IP명 Stochastic Computing based Machine Learning for Embedded System
Category Digital Application Embedded System with AI
실설계면적 3.4㎛ X 3.4㎛ 공급 전압 1.8V
IP유형 Hard IP 동작속도 50MHz
검증단계 FPGA 참여공정 MS180-1904
IP개요 Recently, artificial intelligence (AI) technology is used widely. In order to achieve high accuracy with AI, AI system needs more complex computing. In embedded system, however, it has limitation of resources. This limitation makes hard to implement complex calculation in embedded systems. In order to overcome this limitation, embedded systems need a dedicated module. Therefore, we adopt stochastic computing that replaces multiplication with logic operation. Stochastic computing enables embedded systems to apply AI technology. We will fabricate the stochastic computing based machine learning system with Magnachip/Hynix 0.18 um CMOS technology. This system operates in 3.3V, 50 MHz frequency and circuit type is digital.
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