294 citations · 295 across the 4 of their papers we have counts for
4 papers
Enabling Incremental Knowledge Transfer for Object Detection at the Edge
Mohammad Farhadi Bajestani, Mehdi Ghasemi, Sarma Vrudhula +1
Object detection using deep neural networks (DNNs) involves a huge amount of computation which impedes its implementation on resource/energy-limited user-end devices. The reason fo…
A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA
Mohammad Farhadi, Mehdi Ghasemi, Yezhou Yang
Nowadays most research in visual recognition using Convolutional Neural Networks (CNNs) follows the "deeper model with deeper confidence" belief to gain a higher recognition accura…
CryptoDL: Deep Neural Networks over Encrypted Data
Ehsan Hesamifard, Hassan Takabi, Mehdi Ghasemi
Machine learning algorithms based on deep neural networks have achieved remarkable results and are being extensively used in different domains. However, the machine learning algori…
Using Orthogonal Channels for Supporting Multicast Service in Multi-channel Wireless Mesh Networks
Abbas Nargesi, Mehdi Ghasemi
Unlike wired networks, the capacity of a wireless network is interference limited due to the broadcast nature of wireless medium. Some multicast wireless network protocols do not c…