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cs.AR2022★ 1 cited
Mixture-of-Rookies: Saving DNN Computations by Predicting ReLU Outputs
Dennis Pinto, Jose-María Arnau, Antonio González
Deep Neural Networks (DNNs) are widely used in many applications domains. However, they require a vast amount of computations and memory accesses to deliver outstanding accuracy. I…
cs.AR2022
ASRPU: A Programmable Accelerator for Low-Power Automatic Speech Recognition
Dennis Pinto, Jose-María Arnau, Antonio González
The outstanding accuracy achieved by modern Automatic Speech Recognition (ASR) systems is enabling them to quickly become a mainstream technology. ASR is essential for many applica…