24 citations · 78 across the 32 of their papers we have counts for
4 papers · 1 filter
Fractional Order Distributed Optimization
Andrei Lixandru, Marcel van Gerven, Sergio Pequito
Distributed optimization is fundamental to modern machine learning applications like federated learning, but existing methods often struggle with ill-conditioned problems and face…
Generative Modeling of Neural Dynamics via Latent Stochastic Differential Equations
Ahmed ElGazzar, Marcel van Gerven
We propose a probabilistic framework for developing computational models of biological neural systems. In this framework, physiological recordings are viewed as discrete-time parti…
Modeling and Detection of Critical Slowing Down in Epileptic Dynamics
Yuzhen Qin, Marcel van Gerven
Epilepsy is a common neurological disorder characterized by abrupt seizures. Although seizures may appear random, they are often preceded by early warning signs in neural signals,…
Energy-Efficient Spiking Recurrent Neural Network for Gesture Recognition on Embedded GPUs
Marzieh Hassanshahi Varposhti, Mahyar Shahsavari, Marcel van Gerven
Implementing AI algorithms on event-based embedded devices enables real-time processing of data, minimizes latency, and enhances power efficiency in edge computing. This research e…