 Embedded Deep LearningExplore design space from algorithm to hardware accelerator to achieve the goal. more information Memory and storage system for deep-learning and big-dataAnalyze the system performance and cost bottleneck and provide solutions using system software and architecture solutions. more information Self-Adaptive Network StackA framework that includes a network stack monitor, a network bandwidth limiter, and static and dynamic power management schemes. more information |
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Sogang Embedded Computing Lab (ECL) We conduct research in the various areas of embedded systems including high-performance mobile devices, hybrid-memory systems, deep learning applications and network systems. We use optimization theory, stochastic modeling, parallel processing to develop cost-effective/high-performance system under stringent constraints. Recently we are expanding the research topic to Deep Learning for Embedded System. |