Marcel van Gerven

Netherlands Institute for Neuroscience — Netherlands

Neuroscience · Life Sciences

51h-index9.7kcitations357works1.22yr avg
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Research Topics

Neural dynamics and brain function(140), EEG and Brain-Computer Interfaces(58), Functional Brain Connectivity Studies(51), Visual perception and processing mechanisms(45), Advanced Memory and Neural Computing(43)

Publications356 total

Leveraging spatial cues from cochlear implant microphones to efficiently enhance speech separation in naturalistic listening scenes
Scientific Reports·2025Open Access
Machine learning-based treatment outcome prediction in head and neck cancer using integrated noninvasive diagnostics
International Journal of Computer Assisted Radiology and Surgery·2025Open Access
Automated Discovery of Laser Dicing Processes with Bayesian Optimization for Semiconductor Manufacturing
arXiv (Cornell University)·2025Open Access
Universal differential equations as a unifying modeling language for neuroscience
Frontiers in Computational Neuroscience·2025Open Access
A Unified Perspective on Optimization in Machine Learning and Neuroscience: From Gradient Descent to Neural Adaptation
arXiv (Cornell University)·2025Open Access
ELVSR: An efficient and lightweight convolutional neural network for FPGA-based FHD to UHD video super-resolution
Array·2025Open Access
Emergence of Internal State-Modulated Swarming in Multi-Agent Patch Foraging System
arXiv (Cornell University)·2025Open Access
Spiking Neural Networks for Continuous Control via End-to-End Model-Based Learning
arXiv (Cornell University)·2025Open Access
Spiking neurons as predictive controllers of linear systems
arXiv (Cornell University)·2025Open Access
Kozax: Flexible and Scalable Genetic Programming in JAX
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025· 1 cited
Real-Time Decorrelation-Based Anomaly Detection for Multivariate Time Series
arXiv (Cornell University)·2025Open Access
Bayesian optimization of cortical neuroprosthetic vision using perceptual feedback
Journal of Neural Engineering·2025· 1 citedOpen Access
End-to-end learning of safe stimulation parameters for cortical neuroprosthetic vision
Journal of Neural Engineering·2025· 2 citedOpen Access
Modeling and Detection of Critical Slowing Down in Epileptic Dynamics
2025
Author response for "Bayesian optimization of cortical neuroprosthetic vision using perceptual feedback"
2025
GRAM: Spatial general-purpose audio representation models for real-world applications
2025Open Access
Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning
Journal of the American Medical Informatics Association·2025· 2 citedOpen Access
Noise-based local learning using stochastic magnetic tunnel junctions
Physical Review Applied·2025· 1 citedOpen Access
Author response for "Bayesian optimization of cortical neuroprosthetic vision using perceptual feedback"
2025
Optimal Control of Probabilistic Dynamics Models via Mean Hamiltonian Minimization
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Umut Güçlü(13), Ole Jensen(8), Yağmur Güçlütürk(7), Rob van Lier(7), Sander Bosch(6), Ali Bahramisharif(6), Nadine Dijkstra(5), Tom Heskes(5), Katja Seeliger(4), Hugo Jair Escalante(4), Sérgio Escalera(4), Xavier Baró(4), Floris P. de Lange(3), Robert Oostenveld(3), Luca Ambrogioni(3), Julio C. S. Jacques(3), Isabelle Guyon(3), Gabriëlle Ras(2), Ning Xie(2), Derek Doran(2)