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Application Mapping for Scalable In-Memory Computing (IMC) (2018 - )
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Neural network (NN) mapping flow from network design to IMC-based accelerator
Large-Scale Sensing and AI Technologies for Smart Interactive Environments (2017 - )
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Activity recognition, action planning, reinforcement learning using physically-expansive sensing systems
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Environmental Sound Identification Using Physically-Expansive Sensing System (2016 - 2017)
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Sound identification using sound source direction, transfer learning, and genetic programming