5 citations · 5 across the 5 of their papers we have counts for
5 papers
In-Network Accumulation: Extending the Role of NoC for DNN Acceleration
Binayak Tiwari, Mei Yang, Xiaohang Wang +1
Network-on-Chip (NoC) plays a significant role in the performance of a DNN accelerator. The scalability and modular design property of the NoC help in improving the performance of…
Data Streaming and Traffic Gathering in Mesh-based NoC for Deep Neural Network Acceleration
Binayak Tiwari, Mei Yang, Xiaohang Wang +1
The increasing popularity of deep neural network (DNN) applications demands high computing power and efficient hardware accelerator architecture. DNN accelerators use a large numbe…
Improving the Performance of a NoC-based CNN Accelerator with Gather Support
Binayak Tiwari, Mei Yang, Xiaohang Wang +2
The increasing application of deep learning technology drives the need for an efficient parallel computing architecture for Convolutional Neural Networks (CNNs). A significant chal…
Efficient On-Chip Multicast Routing based on Dynamic Partition Merging
Binayak Tiwari, Mei Yang, Yingtao Jiang +1
Networks-on-chips (NoCs) have become the mainstream communication infrastructure for chip multiprocessors (CMPs) and many-core systems. The commonly used parallel applications and…
Co-Emulation of Scan-Chain Based Designs Utilizing SCE-MI Infrastructure
Bill Jason Tomas, Yingtao Jiang, Mei Yang
As the complexity of the scan algorithm is dependent on the number of design registers, large SoC scan designs can no longer be verified in RTL simulation unless partitioned into s…