Search Results - "Liang, Tailin"

Pruning and quantization for deep neural network acceleration: A survey by Liang, Tailin, Glossner, John, Wang, Lei, Shi, Shaobo, Zhang, Xiaotong

“…Deep neural networks have been applied in many applications exhibiting extraordinary abilities in the field of computer vision. However, complex network…”
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TCX: A Programmable Tensor Processor by Liang, Tailin, Wang, Lei, Shi, Shaobo, Glossner, John, Zhang, Xiaotong

“…Neural network processors and accelerators are domain-specific architectures deployed to solve the high computational requirements of deep learning algorithms…”
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Pruning and Quantization for Deep Neural Network Acceleration: A Survey by Liang, Tailin, Glossner, John, Wang, Lei, Shi, Shaobo, Zhang, Xiaotong

“…Deep neural networks have been applied in many applications exhibiting extraordinary abilities in the field of computer vision. However, complex network…”
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Dynamic Runtime Feature Map Pruning by Liang, Tailin, Wang, Lei, Shi, Shaobo, Glossner, John

“…High bandwidth requirements are an obstacle for accelerating the training and inference of deep neural networks. Most previous research focuses on reducing the…”
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Heterogeneous Edge CNN Hardware Accelerator by Moudgill, Mayan, Glossner, John, Huang, Wei, Tian, Chaoyang, Xu, Chunxia, Yang, Nianliang, Wang, Lei, Liang, Tailin, Shi, Shaobo, Zhang, Xiaodong, Iancu, Daniel, Nacer, Gary, Li, Kerry

“…We describe a programmable and scalable Convolutional Neural Network (CNN) hardware accelerator optimized for mobile and edge inference computing. The…”
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