3 papers
cs.NI2019
Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification
Sohraab Soltani, Yalin E. Sagduyu, Raqibul Hasan +3
We designed and implemented a deep learning based RF signal classifier on the Field Programmable Gate Array (FPGA) of an embedded software-defined radio platform, DeepRadio, that c…
cs.AR2016
High Throughput Neural Network based Embedded Streaming Multicore Processors
Raqibul Hasan, Tarek M. Taha, Chris Yakopcic +1
With power consumption becoming a critical processor design issue, specialized architectures for low power processing are becoming popular. Several studies have shown that neural n…
cs.LG2016
A Reconfigurable Low Power High Throughput Architecture for Deep Network Training
Raqibul Hasan, Tarek Taha
General purpose computing systems are used for a large variety of applications. Extensive supports for flexibility in these systems limit their energy efficiencies. Neural networks…