no code implementations • 28 Dec 2022 • Kamilya Smagulova, Mohammed E. Fouda, Ahmed Eltawil
The higher speed, scalability and parallelism offered by ReRAM crossbar arrays foster development of ReRAM-based next generation AI accelerators.
no code implementations • 8 Sep 2021 • Kamilya Smagulova, Mohammed E. Fouda, Fadi Kurdahi, Khaled Salama, Ahmed Eltawil
The review covers different aspects of hardware and software realization of DNN accelerators, their present limitations, and future prospectives.
no code implementations • 27 Sep 2018 • Kazybek Adam, Kamilya Smagulova, Olga Krestinskaya, Alex Pappachen James
The automated wafer inspection and quality control is a complex and time-consuming task, which can speed up using neuromorphic memristive architectures, as a separate inspection device or integrating directly into sensors.
no code implementations • 10 Sep 2018 • Kazybek Adam, Kamilya Smagulova, Alex Pappachen James
allows to model systems with multiple input variables and control several parameters such as the size of the look-back window to make a prediction and number of time steps to be predicted.