1 code implementation • 25 Sep 2023 • Zebin Ma, Yonglin Zou, Xiaobin Huang, Wenjin Yan, Hao Xu, Jiexin Yang, Ying Zhang, Jinqi Huang
Comparative experiments show that pLMFPPred outperforms current methods for predicting functional peptides. The experimental results suggest that the proposed method (pLMFPPred) can provide better performance in terms of Accuracy, Area under the curve - Receiver Operating Characteristics, and F1-Score than existing methods.
1 code implementation • 27 Jul 2022 • Jinqi Huang, Alex Serb, Spyros Stathopoulos, Themis Prodromakis
We take two approaches to obtain trained spiking neural networks with memristor models: 1) by converting a pre-trained artificial neural network (ANN) to a memristor-based SNN, or 2) by training a memristor-based SNN directly.
no code implementations • 16 Jul 2022 • Jinqi Huang, Spyros Stathopoulos, Alex Serb, Themis Prodromakis
Memristors have shown promising features for enhancing neuromorphic computing concepts and AI hardware accelerators.
no code implementations • 1 Feb 2022 • Patrick Foster, Jinqi Huang, Alex Serb, Spyros Stathopoulos, Christos Papavassiliou, Themis Prodromakis
Electronic systems are becoming more and more ubiquitous as our world digitises.