412 citations · 509 across the 5 of their papers we have counts for
5 papers
Towards Memristive Deep Learning Systems for Real-time Mobile Epileptic Seizure Prediction
Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
The unpredictability of seizures continues to distress many people with drug-resistant epilepsy. On account of recent technological advances, considerable efforts have been made us…
Internet of Underwater Things and Big Marine Data Analytics -- A Comprehensive Survey
Mohammad Jahanbakht, Wei Xiang, Lajos Hanzo +1
The Internet of Underwater Things (IoUT) is an emerging communication ecosystem developed for connecting underwater objects in maritime and underwater environments. The IoUT techno…
MemTorch: An Open-source Simulation Framework for Memristive Deep Learning Systems
Corey Lammie, Wei Xiang, Bernabé Linares-Barranco +1
Memristive devices have shown great promise to facilitate the acceleration and improve the power efficiency of Deep Learning (DL) systems. Crossbar architectures constructed using…
Training Progressively Binarizing Deep Networks Using FPGAs
Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
While hardware implementations of inference routines for Binarized Neural Networks (BNNs) are plentiful, current realizations of efficient BNN hardware training accelerators, suita…
Accelerating Deterministic and Stochastic Binarized Neural Networks on FPGAs Using OpenCL
Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi
Recent technological advances have proliferated the available computing power, memory, and speed of modern Central Processing Units (CPUs), Graphics Processing Units (GPUs), and Fi…