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08/01/2022
A 23 μW Keyword Spotting IC with Ring-Oscillator-Based Time-Domain Feature Extraction
This article presents the first keyword spotting (KWS) IC which uses a r...
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03/15/2022
Energy-efficient Dense DNN Acceleration with Signed Bit-slice Architecture
As the number of deep neural networks (DNNs) to be executed on a mobile ...
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02/08/2022
Two-Step Spike Encoding Scheme and Architecture for Highly Sparse Spiking-Neural-Network
This paper proposes a two-step spike encoding scheme, which consists of ...
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01/24/2021
GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning
Deep reinforcement learning (DRL) has shown remarkable success in sequen...
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06/23/2020
Extension of Direct Feedback Alignment to Convolutional and Recurrent Neural Network for Bio-plausible Deep Learning
Throughout this paper, we focus on the improvement of the direct feedbac...
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01/06/2019