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06/18/2021
Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories
The memory wall bottleneck is a key challenge across many data-intensive...
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10/31/2019
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators
Co-exploration of neural architectures and hardware design is promising ...
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05/29/2019
Nonvolatile Spintronic Memory Cells for Neural Networks
A new spintronic nonvolatile memory cell analogous to 1T DRAM with non-d...
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02/28/2019
Application-level Studies of Cellular Neural Network-based Hardware Accelerators
As cost and performance benefits associated with Moore's Law scaling slo...
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10/30/2018
A mixed signal architecture for convolutional neural networks
Deep neural network (DNN) accelerators with improved energy and delay ar...
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07/31/2018
