Browsing by Author "Liu, Shih-Chii"

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Optimizing the Consumption of Spiking Neural Networks with Activity Regularization

Narduzzi, Simon; Bigdeli, Siavash. A; Liu, Shih-Chii; Dunbar, L. Andrea (2022-05)

Reducing energy consumption is a critical point for neural network models running on edge devices. In this regard, reducing the number of multiply-accumulate (MAC) operations of Deep Neural Networks (DNNs) running on edge ...