Compact microstrip patch antenna design using Deep belief neural network for wireless application

JOURNAL ARTICLE published 2025 in International Journal of System of Systems Engineering

Authors: Kumar Naik Ketavath | Sandhya Rani Sriram

Deep Convolutional Neural Networks based Cervical Cancer Detection and Classification

JOURNAL ARTICLE published 2025 in International Journal of System of Systems Engineering

Authors: Balamurugan S.P | Suguna C

Application of Deep Convolutional Neural Networks Systems in Autonomous Vehicles

JOURNAL ARTICLE published 2025 in International Journal of System of Systems Engineering

Authors: Bobur Sobirov | Garima Sinha | Gunjan Chhabra | Vrince Vimal | Charu Virmani | Souvik Ganguli

DeepCORE: An interpretable multi-view deep neural network model to detect co-operative regulatory elements

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Research funded by National Institutes of Health (R01LM013438,T32DK137525)

Authors: Pramod Bharadwaj Chandrashekar | Hai Chen | Matthew Lee | Navid Ahmadinejad | Li Liu

Depression assessment using integrated multi-featured EEG bands deep neural network models: Leveraging ensemble learning techniques

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Research funded by Taipei Medical University (USTP-NTPU-TMU-104-02) | Ministry of Science and Technology, Taiwan (MOST 108- 2221-E-305 -013 -MY3,NSTC 112-2314-B-038 -048 -MY2)

Authors: Kuo-Hsuan Chung | Yue-Shan Chang | Wei-Ting Yen | Linen Lin | Satheesh Abimannan

Robust multi-read reconstruction from noisy clusters using deep neural network for DNA storage

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Authors: Yun Qin | Fei Zhu | Bo Xi | Lifu Song

Robust nonparametric regression based on deep ReLU neural networks

JOURNAL ARTICLE published December 2024 in Journal of Statistical Planning and Inference

Research funded by Horizon 2020 (811017) | NWO (VI.Vidi.192.021)

Authors: Juntong Chen

HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning

JOURNAL ARTICLE published October 2024 in Expert Systems with Applications

Research funded by DSO National Laboratories (DSOCL20200)

Authors: Minghong Geng | Shubham Pateria | Budhitama Subagdja | Ah-Hwee Tan

Calibrating multi-dimensional complex ODE from noisy data via deep neural networks

JOURNAL ARTICLE published September 2024 in Journal of Statistical Planning and Inference

Authors: Kexuan Li | Fangfang Wang | Ruiqi Liu | Fan Yang | Zuofeng Shang

Gaussian random field approximation via Stein's method with applications to wide random neural networks

JOURNAL ARTICLE published September 2024 in Applied and Computational Harmonic Analysis

Authors: Krishnakumar Balasubramanian | Larry Goldstein | Nathan Ross | Adil Salim

B-spline curve approximation with transformer neural networks

JOURNAL ARTICLE published September 2024 in Mathematics and Computers in Simulation

Authors: Mathis Saillot | Dominique Michel | Ahmed Zidna

Medium-term water consumption forecasting based on deep neural networks

JOURNAL ARTICLE published August 2024 in Expert Systems with Applications

Research funded by Ministerio de Ciencia e Innovación (PID2020-117954RB-C21,TED2021-131311B-C22)

Authors: A. Gil-Gamboa | P. Paneque | O. Trull | A. Troncoso

CriticalFuzz: A critical neuron coverage-guided fuzz testing framework for deep neural networks

JOURNAL ARTICLE published August 2024 in Information and Software Technology

Research funded by Science and Technology Project of Nantong City (JC2023070) | Nanjing University (KFKT2022B10)

Authors: Tongtong Bai | Song Huang | Yifan Huang | Xingya Wang | Chunyan Xia | Yubin Qu | Zhen Yang

High-performance deep spiking neural networks via at-most-two-spike exponential coding

JOURNAL ARTICLE published August 2024 in Neural Networks

Research funded by National Office for Philosophy and Social Sciences (20BKG031)

Authors: Yunhua Chen | Ren Feng | Zhimin Xiong | Jinsheng Xiao | Jian K. Liu

Combining deep neural networks, a rule-based expert system and targeted manual coding for ICD-10 coding causes of death of French death certificates from 2018 to 2019

JOURNAL ARTICLE published August 2024 in International Journal of Medical Informatics

Authors: Elisa Zambetta | Nirintsoa Razakamanana | Aude Robert | François Clanché | Cecilia Rivera | Diane Martin | Zina Hebbache | Rémi Flicoteaux | Elise Coudin

Composite attention mechanism network for deep contrastive multi-view clustering

JOURNAL ARTICLE published August 2024 in Neural Networks

Authors: Tingting Du | Wei Zheng | Xingang Xu

A comparative study of brain tumor classification on unbalanced dataset using deep neural networks

JOURNAL ARTICLE published August 2024 in Biomedical Signal Processing and Control

Authors: Tarun Agrawal | Prakash Choudhary | Vijay Kumar | Prabhishek Singh | Manoj Diwakar | Sandeep Kumar

Multimodal information bottleneck for deep reinforcement learning with multiple sensors

JOURNAL ARTICLE published August 2024 in Neural Networks

Research funded by National Natural Science Foundation of China (62025304)

Authors: Bang You | Huaping Liu

A hybrid method based on proper orthogonal decomposition and deep neural networks for flow and heat field reconstruction

JOURNAL ARTICLE published August 2024 in Expert Systems with Applications

Research funded by National Natural Science Foundation of China (52005505)

Authors: Xiaoyu Zhao | Xiaoqian Chen | Zhiqiang Gong | Wen Yao | Yunyang Zhang

Improved weight initialization for deep and narrow feedforward neural network

JOURNAL ARTICLE published August 2024 in Neural Networks

Research funded by Ministry of Education (RS2023-00301914) | Ministry of Science, ICT and Future Planning (2022R1A5A1033624)

Authors: Hyunwoo Lee | Yunho Kim | Seung Yeop Yang | Hayoung Choi