Neural Networks with Model Compression

by Baochang Zhang, Sheng Xu, Mingbao Lin

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...

• Format: Hardcover
• Language: English
• ISBN: 9819950678
• ISBN13: 9789819950676
• Release Date: February 2024
• Publisher: Springer
• Length: 260 Pages
• Weight: 1.23 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"