3 papers
cs.NE2025
Cognitive Neural Architecture Search Reveals Hierarchical Entailment
Lukas Kuhn, Sari Saba-Sadiya, Gemma Roig
Recent research has suggested that the brain is more shallow than previously thought, challenging the traditionally assumed hierarchical structure of the ventral visual pathway. He…
cs.LG2024
Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG
Manshan Guo, Bhavin Choksi, Sari Sadiya +4
In contrast to human vision, artificial neural networks (ANNs) remain relatively susceptible to adversarial attacks. To address this vulnerability, efforts have been made to transf…
eess.SP2024
Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study
Tobias Ettling, Sari Saba-Sadiya, Gemma Roig
Machine learning is a rapidly evolving field with a wide range of applications, including biological signal analysis, where novel algorithms often improve the state-of-the-art. How…