Search Results for author: Jinqi Huang

Found 4 papers, 2 papers with code

pLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning

1 code implementation25 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.

feature selection Protein Language Model

Text Classification in Memristor-based Spiking Neural Networks

1 code implementation27 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.

Image Classification Sentiment Analysis +2

A tool for emulating neuromorphic architectures with memristive models and devices

no code implementations16 Jul 2022 Jinqi Huang, Spyros Stathopoulos, Alex Serb, Themis Prodromakis

Memristors have shown promising features for enhancing neuromorphic computing concepts and AI hardware accelerators.

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