Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram

Nhan Duy Truong, Anh Nguyen, Levin Kuhlmann, +4

Neural Networks

Computational NeuroscienceNeuroinformaticsEeg Signal ProcessingSeizure PredictionConvolutional Neural Networks +11

Epileptic Seizure Forecasting With Generative Adversarial Networks

Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, +3

IEEE Access

EngineeringMachine LearningAutoencodersSocial SciencesGenerative System +19

Epileptic Seizure Classification With Symmetric and Hybrid Bilinear Models

Tennison Liu, Nhan Duy Truong, Armin Nikpour, +2

IEEE Journal of Biomedical and Health Informatics

Spectral TheoryConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +20

Supervised learning in automatic channel selection for epileptic seizure detection

Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, +3

Expert Systems with Applications

EngineeringMachine LearningFeature SelectionFeature ExtractionElectroencephalography +16

Integer Convolutional Neural Network for Seizure Detection

Nhan Duy Truong, Anh Nguyen, Levin Kuhlmann, +4

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Convolutional Neural NetworkEngineeringMachine LearningFeature ExtractionSocial Sciences +15

Machine Learning Cryptanalysis of a Quantum Random Number Generator

Nhan Duy Truong, Jing Yan Haw, Syed M. Assad, +2

IEEE Transactions on Information Forensics and Security

Hardware SecurityQuantum ScienceQuantum CryptographyQuantum SecurityRandom Number Generators +13

A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis

Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningFeature ExtractionSocial Sciences +16

Neuromorphic deep spiking neural networks for seizure detection

Yikai Yang, Jason K. Eshraghian, Nhan Duy Truong, +2

Neuromorphic Computing and Engineering

Continental generalization of a human-in-the-loop AI system for clinical seizure recognition

Yikai Yang, Nhan Duy Truong, Christina Maher, +2

Expert Systems with Applications

Human-in-the-loop Ai SystemComputational NeuroscienceNeuroinformaticsEeg Signal ProcessingNeuroimaging +10

Nano-Intrinsic True Random Number Generation: A Device to Data Study

Jeeson Kim, Hussein Nili, Nhan Duy Truong, +8

IEEE Transactions on Circuits and Systems I Regular Papers

Non-volatile MemoryRtn Harvesting CircuitEngineeringPseudo-random SequenceEmerging Memory Technology +20