Shirin Dora - Publications, H-index & Citations

Shirin Dora

Loughborough University

13H指数

55论文数

573被引数

收录论文 16

发表时间

Continual learning with a predictive coding based classifier 基于预测编码的分类器的持续学习

Applied Soft Computing

IF6.6

2025-11-14

OAAI

Senhui Qiu; Saugat Bhattacharyya; Damien Coyle; Shirin Dora

Engineering-Oriented Explainable Machine Learning and Digital Twin Framework for Sustainable Dairy Production and Environmental Impact Optimisation 面向工程的可解释机器学习和数字孪生框架，用于可持续乳制品生产和环境影响优化

ALGORITHMS

IF2.1

2025-10-21

PREAI

Xing, Ruiming; Li, Baihua; Dora, Shirin; Whittaker, Michael; Mathie, Janette

Diverse and flexible behavioral strategies arise in recurrent neural networks trained on multisensory decision making 在训练多模态决策制定的循环神经网络中，会出现多样且灵活的行为策略。

PLOS COMPUTATIONAL BIOLOGY

IF3.6

2025-10-01

PREAI

Wierda, Thomas S.; Dora, Shirin; Pennartz, Cyriel M. A.; Mejias, Jorge F.

Optimisation of pulse waveforms for qubit gates using deep learning 利用深度学习优化量子比特门脉冲波形

Quantum Machine Intelligence

IF4.4

2025-07-14

OAAI

Zachary Fillingham; Hossein Nevisi; Shirin Dora

Deep predictive coding with bi-directional propagation for classification and reconstruction 双向传播的深度预测编码用于分类与重构

Neural Networks

IF6.3

2025-07-03

OAAI

Senhui Qiu; Saugat Bhattacharyya; Damien Coyle; Shirin Dora

CDNA-SNN: A New Spiking Neural Network for Pattern Classification Using Neuronal Assemblies Cdna-snn: 一种新的尖峰神经网络，用于使用神经元组件进行模式分类

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-02-01

OAAI

Saranirad, Vahid; Dora, Shirin; McGinnity, Thomas Martin; Coyle, Damien

A joint autoencoder and classifier deep neural network for AD and MCI classification

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

IF2.5

2024-03-07

PREAI

Ganotra, Reema; Gupta, Shailender; Dora, Shirin

Segmentation technique for the detection of Micro cracks in solar cell using support vector machine

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-03-02

PREAI

Singh, Om Dev; Gupta, Shailender; Dora, Shirin

Spiking Neural Networks for Computational Intelligence: An Overview 用于计算智能的尖峰神经网络: 概述

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2021-11-15

OAAI

Dora, Shirin; Kasabov, Nikola

State-of-the-Art Sensors for Remote Care of People with Dementia during a Pandemic: A Systematic Review

SENSORS

IF3.5

2021-07-08

OAAI

Behera, Chandan Kumar; Condell, Joan; Dora, Shirin; Gibson, David S.; Leavey, Gerard

Deep Segmenter system for recognition of micro cracks in solar cell

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2020-10-17

PREAI

Singh, Om Dev; Malik, Anjali; Yadav, Vishakha; Gupta, Shailender; Dora, Shirin

Identifying brain regions contributing to Alzheimer's disease using self regulating particle swarm optimization 使用自调节粒子群算法识别导致阿尔茨海默病的大脑区域

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

IF2.5

2020-06-19

OAAI

Ganotra, Reema; Dora, Shirin; Gupta, Shailender

Towards a Unified View on Pathways and Functions of Neural Recurrent Processing

TRENDS IN NEUROSCIENCES

IF15.1

2019-09-01

OAAI

Pennartz, Cyriel M. A.; Dora, Shirin; Muckli, Lars; Lorteije, Jeannette A. M.

An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2019-03-01

OAAI

Dora, Shirin; Sundaram, Suresh; Sundararajan, Narasimhan

Development of a Self-Regulating Evolving Spiking Neural Network for classification problem

NEUROCOMPUTING

IF6.5

2016-01-01

PREAI

Dora, S.; Subramanian, K.; Suresh, S.; Sundararajan, N.

A sequential learning algorithm for a spiking neural classifier

APPLIED SOFT COMPUTING

IF6.6

2015-11-01

PREAI

Dora, S.; Suresh, S.; Sundararajan, N.

研究方向