Baochang Zhang & Tiancheng Wang 
Neural Networks with Model Compression [PDF ebook] 

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Deep learning has achieved impressive results in image classification, computer vision and natural language processing. To achieve better performance, deeper and wider networks have been designed, which increase the demand for computational resources. The number of floating-point operations (FLOPs) has increased dramatically with larger networks, and this has become an obstacle for convolutional neural networks (CNNs) being developed for mobile and embedded devices. In this cont...

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Daftar Isi

Chapter 1. Introduction.- Chapter 2. Binary Neural Networks.- Chapter 3. Binary Neural Architecture Search.- Chapter 4. Quantization of Neural Networks.- Chapter 5. Netwo...

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Tentang Penulis

Baochang Zhang is a full Professor with Institute of Artificial Intelligence, Beihang University, Beijing, China. He was selected by the Program for New Century Exce...

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Bahasa Inggris ● Format PDF ● Halaman 260 ● ISBN 9789819950683 ● Ukuran file 11.6 MB ● Penerbit Springer Nature Singapore ● Kota Singapore ● Negara SG ● Diterbitkan 2024 ● Diunduh 24 bulan ● Mata uang EUR ● ID 9325467 ● Perlindungan salinan DRM sosial

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