2 papers
math.DS2025
Classifying seizure generation mechanisms: A critical transitions framework
Andrew Flynn, Cian McCafferty, Klaus Lehnertz +4
Understanding how the brain switches from normal activity to an epileptic seizure is essential for improving seizure therapy, yet the underlying mechanisms remain largely unknown.…
cs.CV2025
Can Text-to-Image Generative Models Accurately Depict Age? A Comparative Study on Synthetic Portrait Generation and Age Estimation
Alexey A. Novikov, Miroslav Vranka, François David +1
Text-to-image generative models have shown remarkable progress in producing diverse and photorealistic outputs. In this paper, we present a comprehensive analysis of their effectiv…