no code implementations • 3 Mar 2021 • Sourav De, Hoang-Hiep Le, Md. Aftab Baig, Yao-Jen Lee, Darsen D. Lu, Thomas Kämpfe
This paper reports the impacts of temperature variation on the inference accuracy of pre-trained all-ferroelectric FinFET deep neural networks, along with plausible design techniques to abate these impacts.
no code implementations • 13 Nov 2020 • Arman Kazemi, Mohammad Mehdi Sharifi, Ann Franchesca Laguna, Franz Müller, Ramin Rajaei, Ricardo Olivo, Thomas Kämpfe, Michael Niemier, X. Sharon Hu
Moreover, this approach achieves accuracies comparable to floating-point precision implementations in software for NN classification and one/few-shot learning tasks.