5 citations · 5 across the 4 of their papers we have counts for
4 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…