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09/04/2023
ADC/DAC-Free Analog Acceleration of Deep Neural Networks with Frequency Transformation
The edge processing of deep neural networks (DNNs) is becoming increasin...
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07/07/2023
Memory-Immersed Collaborative Digitization for Area-Efficient Compute-in-Memory Deep Learning
This work discusses memory-immersed collaborative digitization among com...
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11/13/2021
MC-CIM: Compute-in-Memory with Monte-Carlo Dropouts for Bayesian Edge Intelligence
We propose MC-CIM, a compute-in-memory (CIM) framework for robust, yet l...
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04/12/2021
ENOS: Energy-Aware Network Operator Search for Hybrid Digital and Compute-in-Memory DNN Accelerators
This work proposes a novel Energy-Aware Network Operator Search (ENOS) a...
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01/29/2021
