most citedMemory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters

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eess.AS2019★ 1 cited

Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters

Niccoló Nicodemo, Gaurav Naithani, Konstantinos Drossos +2

Effective employment of deep neural networks (DNNs) in mobile devices and embedded systems is hampered by requirements for memory and computational power. This paper presents a non…