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Artículo
EdgeDRNN: Recurrent Neural Network Accelerator for Edge Inference
(IEEE Xplore, 2020-12)
Low-latency, low-power portable recurrent neural network (RNN) accelerators offer powerful inference capabilities for real-time applications such as IoT, robotics, and human machine interaction. We propose a lightweight ...
Ponencia
EdgeDRNN: Enabling Low-latency Recurrent Neural Network Edge Inference
(IEEE Xplore, 2020-09)
This paper presents a Gated Recurrent Unit (GRU) based recurrent neural network (RNN) accelerator called Edge-DRNN designed for portable edge computing. EdgeDRNN adopts the spiking neural network inspired delta network ...