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08/29/2022
AMR-MUL: An Approximate Maximally Redundant Signed Digit Multiplier
In this paper, we present an energy-efficient, yet high-speed approximat...
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06/25/2022
Heterogeneous Multi-core Array-based DNN Accelerator
In this article, we investigate the impact of architectural parameters o...
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01/24/2021
A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks
In this work, to limit the number of required attention inference hops i...
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01/07/2021
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification
In this paper, first, a hardware-friendly pruning algorithm for reducing...
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12/30/2018
