Publications (29)
EIE: Efficient Inference Engine on Compressed Deep Neural Network
Song Han, Xingyu Liu, Huizi Mao +4
Fully Distributed Packet Scheduling Framework for Handling Disturbances in Lossy Real-Time Wireless Networks
Tianyu Zhang, Tao Gong, Song Han +2
A Security Protocol for the Identification and Data Encrypt Key Management of Secure Mobile Devices
Chol-Un Kim, Dok-Jun An, Song Han
Efficient Sparse-Winograd Convolutional Neural Networks
Xingyu Liu, Jeff Pool, Song Han +1
Trained Ternary Quantization
Chenzhuo Zhu, Song Han, Huizi Mao +1
Generate Image Descriptions based on Deep RNN and Memory Cells for Images Features
Shijian Tang, Song Han
DSD: Dense-Sparse-Dense Training for Deep Neural Networks
Song Han, Jeff Pool, Sharan Narang +9
All-dielectric active photonics driven by bound states in the continuum
Song Han, Longqing Cong, Yogesh Kumar Srivastava +6
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
Forrest N. Iandola, Song Han, Matthew W. Moskewicz +3
RT-DAP: A Real-Time Data Analytics Platform for Large-scale Industrial Process Monitoring and Control
Song Han, Tao Gong, Mark Nixon +3
Design Automation for Efficient Deep Learning Computing
Song Han, Han Cai, Ligeng Zhu +4
Communication-Optimal Distributed Dynamic Graph Clustering
Chun Jiang Zhu, Tan Zhu, Kam-Yiu Lam +2
Exploring the Regularity of Sparse Structure in Convolutional Neural Networks
Huizi Mao, Song Han, Jeff Pool +4
Robust Face Recognition using Local Illumination Normalization and Discriminant Feature Point Selection
Song Han, Jinsong Kim, Cholhun Kim +2
A Survey on Low-cost RFID Authentication Protocols
Irfan Syamsuddin, Song Han, Vidyasagar Potdar +1
Metamaterial analogue of Ising model
Longqing Cong, Vassili Savinov, Yogesh Kumar Srivastava +2
Defensive Quantization: When Efficiency Meets Robustness
Ji Lin, Chuang Gan, Song Han
A Survey of RFID Authentication Protocols Based on Hash-Chain Method
Irfan Syamsuddin, Tharam Dillon, Elizabeth Chang +1
Path-Level Network Transformation for Efficient Architecture Search
Han Cai, Jiacheng Yang, Weinan Zhang +2
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
Han Cai, Ligeng Zhu, Song Han
Learning both Weights and Connections for Efficient Neural Networks
Song Han, Jeff Pool, John Tran +1
ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA
Song Han, Junlong Kang, Huizi Mao +9
Software Cognitive Information Measure based on Relation Between Structures
Yong-Hwa Choe, Chol-Yong Jong, Song Han
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI
Morteza Mardani, Enhao Gong, Joseph Y. Cheng +8
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
Song Han, Huizi Mao, William J. Dally
Towards Approximate Model Checking DC and PDC Specifications
Changil Choe, Dang Van Hung, Song Han
Analog electromagnetically induced transparency for circularly polarized wave using three dimensional chiral metamaterials
Hai Lin, Dong Yang, Song Han +2
HAQ: Hardware-Aware Automated Quantization with Mixed Precision
Kuan Wang, Zhijian Liu, Yujun Lin +2
Classification of Neurological Gait Disorders Using Multi-task Feature Learning
Ioannis Papavasileiou, Wenlong Zhang, Xin Wang +3