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ADMM-NN: An Algorithm-Hardware Compression Framework of DNNs Using Alternating Direction Methods of Multipliers
Published: 7/11/2020
|
Inventor(s):
Yanzhi Wang
,
Xue Lin
Keywords(s):
Artificial intelligence
,
Deep learning
,
Embedded Systems
,
Model Compression
,
Real-Time Implementation
Category(s):
3. Computer Science > Software
A Privacy-Preserving DNN Weight Pruning and Mobile Acceleration Framework
Published: 7/5/2020
|
Inventor(s):
Yanzhi Wang
,
Yifan Gong
,
Zheng Zhan
Keywords(s):
Artificial intelligence
,
Deep learning
,
Embedded Systems
,
Model Compression
,
Privacy
,
Real-Time Implementation
,
Training data
Category(s):
3. Computer Science > Software
,
-Sensors tech
RTMobile: A Mobile Acceleration Framework of RNNs for Beyond Real-Time Speech Recognition
Published: 7/5/2020
|
Inventor(s):
Yanzhi Wang
,
Peiyan Dong
,
Zhengang Li
,
Wei Niu
Keywords(s):
Artificial intelligence
,
Deep learning
,
Embedded Systems
,
Model Compression
,
Real-Time Implementation
,
Recurrent Neural Network
Category(s):
3. Computer Science > Software