1 citations · 2 across the 3 of their papers we have counts for
3 papers
Brain Tumor Detection using Convolutional Neural Networks with Skip Connections
Aupam Hamran, Marzieh Vaeztourshizi, Amirhossein Esmaili +1
In this paper, we present different architectures of Convolutional Neural Networks (CNN) to analyze and classify the brain tumors into benign and malignant types using the Magnetic…
Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks
Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili +2
Recent efforts to improve the performance of neural network (NN) accelerators that meet today's application requirements have given rise to a new trend of logic-based NN inference…
Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators
Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili +1
This paper introduces the sparse periodic systolic (SPS) dataflow, which advances the state-of-the-art hardware accelerator for supporting lightweight neural networks. Specifically…