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TETRIS: Scalable and Efficient Neural Network Acceleration with 3D Memory.

ASPLOS, no. 2 (2017): 751-764

Cited by: 195|Views224
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Abstract

The high accuracy of deep neural networks (NNs) has led to the development of NN accelerators that improve performance by two orders of magnitude. However, scaling these accelerators for higher performance with increasingly larger NNs exacerbates the cost and energy overheads of their memory systems, including the on-chip SRAM buffers and...More

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