FMDB Transactions on Sustainable Neuroscience Letters
2026 Vol.1 No.1

eISSN: XXXX-XXXX


Editor: Mohamed Moustafa Abdel-Latif Abbassy

Pages Title and author(s)
1–12 Neural Architecture Framework for Genomic Pattern Recognition: Deep Learning Enhanced DNA Sequence Analysis D. Lavanya, O. Jeba Singh, Akey Sungheetha, S. Rubin Bose, T. Shynu, Chou Yi Hsu Keywords: Artificial Intelligence; Genomic Sequence Analysis; Deep Learning Models; Convolutional Neural Networks; Transformer Models; DNA Sequences; CNN–Transformer. DOI: 10.69888/FTSNL.2026.000640
13–21 Neuro Symbolic Active Learning for Rare Event Forecasting in Streaming Industrial Data T. Karpagam, S. Tejas Keywords: Neuro Symbolic AI; Active Learning; Rare Event Forecasting; Predictive Maintenance; Industrial IoT; Internet of Things; Artificial Intelligence; Recurrent Neural Networks; Gated Recurrent Units. DOI: 10.69888/FTSNL.2026.000641
22–31 Quantum-Electroencephalography: Quantum-Enhanced Analysis of Neurological Signals S. Rubin Bose, J. Angelin Jeba, B. Judy Flavia, R. Regin, S. Suman Rajest, Moustafa Adel Darwish Keywords: Quantum Electroencephalography (Q-EEG); Independent Component Analysis (ICA); Variational Quantum Circuit (VQC); Power Spectral Density (PSD); Artefact Removal; Random Forest; Quantum Neural Networks. DOI: 10.69888/FTSNL.2026.000642
32–47 A Multi-Stage Ensemble-Based Intelligent Healthcare Conversational System for Symptom-Driven Disease Prediction Using Integrated Multi-Dataset Learning S. V. Jagadesh Kumar, T. A. Sanjay, Mohammed Salman, R. Regin, K. Senthamilselvan, Farrukh Arslan Keywords: Artificial Intelligence; Healthcare Conversational Systems; TF-IDF Feature Engineering; Class Imbalance Handling; Ensemble Machine Learning; Deep Neural Networks; Medical Data Integration. DOI: 10.69888/FTSNL.2026.000643
48–59 Neural Network-Based Sleep Quality Prediction Using Daily Lifestyle Factors G. Srimayi, Siri Amara, C. Shakila, P. Divya, Sai Vishaal Saibaskar Keywords: Sleep-Quality Prediction; Neural Networks; Lifestyle Analytics; Tabular Machine Learning; Physical Activity; Sleep Duration; Reproducible Research; ReLU Activations. DOI: 10.69888/FTSNL.2026.000644