Self-Organized Operational Neural Networks with Generative Neurons

24 April 2020

Papers citing "Self-Organized Operational Neural Networks with Generative Neurons"

32 / 32 papers shown

Title
Deep Learning-Driven Segmentation of Ischemic Stroke Lesions Using Multi-Channel MRI Ashiqur Rahman M. Chowdhury Md Sharjis Ibne Wadud Rusab Sarmun Adam Mushtak S. Zoghoul Israa Al-Hashimi 69 3 0 04 Jan 2025
Thermal Image-based Fault Diagnosis in Induction Machines via Self-Organized Operational Neural Networks Sertac Kilickaya Cansu Celebioglu Levent Eren Murat Askar AI4CE 72 0 0 08 Dec 2024
Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons Promit Basak Rusab Sarmun Saidul Kabir Israa Al-Hashimi Enamul Hoque Bhuiyan Anwarul Hasan Muhammad Salman Khan M. Chowdhury 88 1 0 23 Nov 2024
BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network M. Zahid S. Kiranyaz Alper Yildirim Moncef Gabbouj 129 0 0 18 Jul 2024
High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs Ozer Can Devecioglu S. Kiranyaz Zafer Yilmaz Onur Avci Moncef Gabbouj E. Taciroğlu 59 0 0 06 Jul 2024
PAON: A New Neuron Model using Padé Approximants Onur Keleş A. Murat Tekalp 52 1 0 18 Mar 2024
Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs Yuxin Xie Li Yu Farhad Pakdaman Moncef Gabbouj 67 3 0 08 Feb 2024
Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery S. Kiranyaz Ozer Can Devecioglu Amir Alhams Sadok Sassi T. Ince Onur Avcı Moncef Gabbouj 44 2 0 17 Dec 2023
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions Tuomas Jalonen M. A. Sa'd S. Kiranyaz Moncef Gabbouj 42 6 0 30 Nov 2023
Operational Support Estimator Networks Mete Ahishali Mehmet Yamaç S. Kiranyaz Moncef Gabbouj 93 1 0 12 Jul 2023
Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring Ozer Can Devecioglu S. Kiranyaz Amer Elhmes Sadok Sassi T. Ince Onur Avcı Mohammad Hesam Soleimani-Babakamali E. Taciroğlu Moncef Gabbouj 49 2 0 13 May 2023
Improved Active Fire Detection using Operational U-Nets Ozer Can Devecioglu Mete Ahishali Fahad Sohrab T. Ince Moncef Gabbouj AI4CE 79 3 0 19 Apr 2023
Blind Restoration of Real-World Audio by 1D Operational GANs T. Ince S. Kiranyaz Ozer Can Devecioglu Muhammad Salman Khan Muhammad Chowdhury Moncef Gabbouj 52 4 0 30 Dec 2022
Zero-Shot Motor Health Monitoring by Blind Domain Transition S. Kiranyaz Ozer Can Devecioglu Amir Alhams Sadok Sassi T. Ince Osama Abdeljaber Onur Avcı Moncef Gabbouj 53 11 0 12 Dec 2022
2D Self-Organized ONN Model For Handwritten Text Recognition Hanadi Hassen Mohammed Junaid Malik Somaya Al-Madeed S. Kiranyaz 57 5 0 17 Jul 2022
Global ECG Classification by Self-Operational Neural Networks with Feature Injection M. Zahid S. Kiranyaz Moncef Gabbouj 60 44 0 07 Apr 2022
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection Mete Ahishali S. Kiranyaz I. Ahmad Moncef Gabbouj 31 9 0 20 Feb 2022
Blind ECG Restoration by Operational Cycle-GANs S. Kiranyaz Ozer Can Devecioglu T. Ince Junaid Malik M. Chowdhury ... Rashid Mazhar Amith Khandakar Anas Tahir Tawsifur Rahman Moncef Gabbouj 61 34 0 29 Jan 2022
Image denoising by Super Neurons: Why go deep? Junaid Malik S. Kiranyaz Moncef Gabbouj SupR 38 2 0 29 Nov 2021
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks Moncef Gabbouj S. Kiranyaz Junaid Malik M. Zahid T. Ince M. Chowdhury Amith Khandakar Anas Tahir 87 40 0 30 Sep 2021
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks Junaid Malik Ozer Can Devecioglu S. Kiranyaz T. Ince Moncef Gabbouj 46 62 0 30 Sep 2021
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks T. Ince Junaid Malik Ozer Can Devecioglu S. Kiranyaz Onur Avcı L. Eren Moncef Gabbouj AI4CE 60 17 0 30 Sep 2021
Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs Ozer Can Devecioglu Junaid Malik T. Ince S. Kiranyaz E. Atalay Moncef Gabbouj 77 48 0 28 Sep 2021
Super Neurons S. Kiranyaz Junaid Malik Mehmet Yamaç Mert Duman Ilke Adalioglu E. Guldogan T. Ince Moncef Gabbouj SupR 68 7 0 03 Aug 2021
Self-Organized Variational Autoencoders (Self-VAE) for Learned Image Compression M. Yilmaz Onur Keleş Hilal Güven A. Murat Tekalp Junaid Malik S. Kiranyaz DRL 53 15 0 25 May 2021
COVID-19 Infection Localization and Severity Grading from Chest X-ray Images Anas Tahir M. Chowdhury Amith Khandakar Tawsifur Rahman Yazan Qiblawey ... Somaya Al-Madeed K. Hameed Tahir Hamid S. Mahmud Maymouna Ezeddin 103 147 0 14 Mar 2021
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising Junaid Malik S. Kiranyaz Mehmet Yamaç E. Guldogan Moncef Gabbouj SupR 40 4 0 04 Mar 2021
BM3D vs 2-Layer ONN Junaid Malik S. Kiranyaz Mehmet Yamaç Moncef Gabbouj 48 11 0 04 Mar 2021
Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network M. Zahid S. Kiranyaz T. Ince Ozer Can Devecioglu M. Chowdhury Amith Khandakar Anas Tahir Moncef Gabbouj OOD 58 57 0 29 Dec 2020
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer M. Soltanian Junaid Malik Jenni Raitoharju Alexandros Iosifidis S. Kiranyaz Denmark 55 11 0 23 Nov 2020
1-Dimensional polynomial neural networks for audio signal related problems Habib Ben Abdallah C. Henry S. Ramanna 24 12 0 09 Sep 2020
1D Convolutional Neural Networks and Applications: A Survey S. Kiranyaz Onur Avcı Osama Abdeljaber T. Ince Moncef Gabbouj D. Inman 3DV 102 1,963 0 09 May 2019