Neural Networks and Transformers for EEG- Based Neurological Disorder Detection

Authors: Lad, Nikita M., Lokulwar, Prasad, Talmale, Girish

Source: 2025 3rd World Conference on Communication & Computing (WCONF) Communication & Computing (WCONF), 2025 3rd World Conference on. :1-5 Jul, 2025

Relation: 2025 3rd World Conference on Communication & Computing (WCONF)

SCFNet: An easily transportable epileptiform electrical classification network

Authors: Xu, Weijin, Lu, Rongxiu, Yao, Kaiyuan, Zhang, HaoZheng

Source: 2025 40th Youth Academic Annual Conference of Chinese Association of Automation (YAC) Chinese Association of Automation (YAC), 2025 40th Youth Academic Annual Conference of. :2723-2728 May, 2025

Relation: 2025 40th Youth Academic Annual Conference of Chinese Association of Automation (YAC)

DWT-Based Epileptic Seizure Detection Using Fuzzy Logic Model with Entropy and Table Lookup Scheme

Authors: Mohammadi, Alireza, Esfandiari, Arvin, Doustmohammadi, Ali, Suratgar, Amir Abolfazl, Shafiee, Masoud

Source: 2025 33rd International Conference on Electrical Engineering (ICEE) Electrical Engineering (ICEE), 2025 33rd International Conference on. :874-878 May, 2025

Relation: 2025 33rd International Conference on Electrical Engineering (ICEE)

Hybrid compressed lightweight epilepsy detection network based on greedy strategy

Authors: QiHui, Miao, Hao, Lin, YuRun, Peng, Hao, Liu

Source: 2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML) Algorithms, Computing and Machine Learning (CACML), 2025 4th Asia Conference on. :1-6 Mar, 2025

Relation: 2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML)

Epileptic Seizure Prediction: A Comparative Analysis of LSTM and ANN Models

Authors: Manchanda, Shaan, Gupta, Akansha

Source: 2025 International Conference on Automation and Computation (AUTOCOM) Automation and Computation (AUTOCOM), 2025 International Conference on. :1473-1478 Mar, 2025

Relation: 2025 International Conference on Automation and Computation (AUTOCOM)

EpiCNN-LSTMDetect: A Combined Deep Learning Method for Identifying Epileptic Seizures

Authors: Kumar, Priyaranjan, Upadhyay, Prabhat Kumar

Source: 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC) Intelligent Systems, Advanced Computing and Communication (ISACC), 2025 3rd International Conference on. :852-857 Feb, 2025

Relation: 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC)

Comparative Performances of CNN Implementation for EEG Signal Analysis on Embedded CPU Boards

Authors: Han, Xia, Amiel, Frederic, Wang, Cong, Hu, Wenjun, Wang, Zefeng, Zhang, Xun

Source: 2025 IEEE 16th Latin America Symposium on Circuits and Systems (LASCAS) Circuits and Systems (LASCAS), 2025 IEEE 16th Latin America Symposium on. 1:1-5 Feb, 2025

Relation: 2025 IEEE 16th Latin America Symposium on Circuits and Systems (LASCAS)

EEG signals based automated epilepsy detection using tunable-Q wavelet transform and Hjorth parameters

Authors: Li, Kun, Lu, Meili

Source: 2024 7th International Conference on Data Science and Information Technology (DSIT) Data Science and Information Technology (DSIT), 2024 7th International Conference on. :1-6 Dec, 2024

Relation: 2024 7th International Conference on Data Science and Information Technology (DSIT)

Enhancing Deep Learning-Based Epileptic Seizure Detection with Generative AI Techniques

Authors: Bouallagui, Hamza, Chniter, Hamza, Ghaffari, Fakhreddine, Romain, Olivier

Source: 2024 International Conference on Microelectronics (ICM) Microelectronics (ICM), 2024 International Conference on. :1-6 Dec, 2024

Relation: 2024 International Conference on Microelectronics (ICM)

EEG Interpretation for Healthcare: Emotional Analysis Using GRU and Activity Tracking with Epilepsy Diagnosis using Random Forest

Authors: Aldo Stalin, J L, Jeba Emilyn, J, Monish, P, Jagan, B, Giridharan, P, Mukesh, K

Source: 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT) Computing and Intelligent Reality Technologies (ICCIRT), 2024 International Conference on. :314-319 Dec, 2024

Relation: 2024 International Conference on Computing and Intelligent Reality Technologies (ICCIRT)

Modified ResNet50 with Transfer Learning for Enhanced Epileptic Activity Detection Using EEG Data

Authors: Zaef, Rieke Syochrani, Kusuma, Hendra, Sardjono, Tri Arief

Source: 2024 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM) Computer Engineering, Network, and Intelligent Multimedia (CENIM), 2024 International Conference on. :1-7 Nov, 2024

Relation: 2024 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM)

Attention-based Spatio-Spectral Network for seizure detection

Authors: Ma, Rui, Wang, Yanjiang

Source: 2024 IEEE 17th International Conference on Signal Processing (ICSP) Signal Processing (ICSP), 2024 IEEE 17th International Conference on. :847-852 Oct, 2024

Relation: 2024 IEEE 17th International Conference on Signal Processing (ICSP)

A New Class of Hybrid LSTM-VSMN for Epileptic EEG Signal Generation and Classification

Authors: Khalfallah, S., Louhichi, B., Sattarpanah Karganroudi, S., Bouallegue, K.

Source: IEEE Access Access, IEEE. 13:162992-163005 2025

Research on Automatic Detection of Epileptic Seizures Based on the CNN-Transformer Model

Authors: Chen, Junlong, Wen, Binglin, Yi, Luo, Zhou, Yuanling, Chen, Haiyan, Zhang, Zhen

Source: 2024 7th International Conference on Pattern Recognition and Artificial Intelligence (PRAI) Pattern Recognition and Artificial Intelligence (PRAI), 2024 7th International Conference on. :839-843 Aug, 2024

Relation: 2024 7th International Conference on Pattern Recognition and Artificial Intelligence (PRAI)

An Efficient Convolutional Neural Network Hardware IP for Epilepsy Detection

Authors: Gong, Yi, Zhang, Yuejun, Tu, Jiangtao, Zou, Rongxin, Wen, Liang

Source: 2024 IEEE 17th International Conference on Solid-State & Integrated Circuit Technology (ICSICT) Solid-State & Integrated Circuit Technology (ICSICT), 2024 IEEE 17th International Conference on. :1-3 Oct, 2024

Relation: 2024 IEEE 17th International Conference on Solid-State & Integrated Circuit Technology (ICSICT)

Learning Robust Global-Local Representation From EEG for Neural Epilepsy Detection

Authors: Zhou, X., Liu, C., Yang, R., Zhang, L., Zhai, L., Jia, Z., Liu, Y.

Source: IEEE Transactions on Artificial Intelligence IEEE Trans. Artif. Intell. Artificial Intelligence, IEEE Transactions on. 5(11):5720-5732 Nov, 2024

Enhanced - Resolution Epileptogenic Zone Detection in 18F-FDG PET Imaging for Drug-Resistant Epilepsy Using a Siamese Network

Authors: Wattanachareekul, Peerawat, Watcharakajorn, Wipu, Jaruratchatapan, Pongsatron, Iammelap, Nattapat, Kompanich, Nattakorn, Chantadisai, Maythinee, Tepmongkol, Supatporn, Khamwan, Kitiwat, Siricharoen, Punnarai

Source: 2024 21st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2024 21st International Conference on. :1-6 May, 2024

Relation: 2024 21st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON)

Epilepsy Detection with Personal Identification Based on Regularized O-minus Decomposition

Authors: Shen, Da, Wang, Zhongrong, He, Fei, Sun, Zhijie, Zhu, Ce, Liu, Yipeng

Source: 2024 IEEE International Symposium on Circuits and Systems (ISCAS) Circuits and Systems (ISCAS), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Circuits and Systems (ISCAS)

Application of a Degenerate RLS Algorithm for Epileptic Seizure Detection

Authors: Queiroz, Kauã L.^Aff8, Façanha, Tiago S.^Aff8, Santos, Luana S. M.^Aff9

Contributors: Li, Gang, Series Editor^Aff1, Filipe, Joaquim, Series Editor^Aff2, Xu, Zhiwei, Series Editor^Aff3, Figueroa-García, Juan Carlos, editor^Aff4, López-Sotelo, Jesús Alfonso, editor^Aff5, Moreno-Trujillo, John Freddy, editor^Aff6, Gaona-García, Elvis Eduardo, editor^Aff7

Source: Applied Computer Sciences in Engineering : 12th Workshop on Engineering Applications, WEA 2025, Cali, Colombia, October 29–31, 2025, Proceedings, Part II. 2702:81-91

African Vultures Based Feature Selection with Multi-modal Deep Learning for Automatic Seizure Prediction

Authors: Nallur, Mounika, M, Sandhya, Khan, Zabiha, B R, Mohan, Nayana, C P, Rajashekhar, S A

Source: 2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT) Distributed Computing and Optimization Techniques (ICDCOT), 2024 International Conference on. :1-7 Mar, 2024

Relation: 2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT)