651 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Goethe University FrankfurtDE3 papers
- Max Planck Institute for Brain ResearchDE3 papers
- Frankfurt Institute for Advanced StudiesDE2 papers
- Max Planck SocietyDE2 papers
- Bernstein Center for Computational Neuroscience BerlinDE1 paper
- École Normale Supérieure de LyonFR1 paper
- Faculty of Humanities and Social Sciences in ZagrebHR1 paper
- Freie Universität BerlinDE1 paper
- Helmholtz MunichDE1 paper
- Italian Institute of TechnologyIT1 paper
- Korea UniversityKR1 paper
- Newcastle UniversityGB1 paper
9 papers
FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks
Mahadev Prasad Panda, Matteo Tiezzi, Martina Vilas +3
Explainability in artificial intelligence (XAI) remains a crucial aspect for fostering trust and understanding in machine learning models. Current visual explanation techniques, su…
Net2Brain: A Toolbox to compare artificial vision models with human brain responses
Domenic Bersch, Kshitij Dwivedi, Martina Vilas +2
We introduce Net2Brain, a graphical and command-line user interface toolbox for comparing the representational spaces of artificial deep neural networks (DNNs) and human brain reco…
Successes and critical failures of neural networks in capturing human-like speech recognition
Federico Adolfi, Jeffrey S. Bowers, David Poeppel
Natural and artificial audition can in principle acquire different solutions to a given problem. The constraints of the task, however, can nudge the cognitive science and engineeri…
Confusion-based rank similarity filters for computationally-efficient machine learning on high dimensional data
Katharine A. Shapcott, Alex D. Bird
We introduce a novel type of computationally efficient artificial neural network (ANN) called the rank similarity filter (RSF). RSFs can be used to both transform and classify nonl…
What to do if N is two?
Pascal Fries, Eric Maris
The field of in-vivo neurophysiology currently uses statistical standards that are based on tradition rather than formal analysis. Typically, data from two (or few) animals are poo…
Toward Agile Situated Visualization: An Exploratory User Study
Leonel Merino, Boris Sotomayor-Gómez, Xingyao Yu +4
We introduce AVAR, a prototypical implementation of an agile situated visualization (SV) toolkit targeting liveness, integration, and expressiveness. We report on results of an exp…
Untangling cross-frequency coupling in neuroscience
Juhan Aru, Jaan Aru, Viola Priesemann +5
Cross-frequency coupling (CFC) has been proposed to coordinate neural dynamics across spatial and temporal scales. Despite its potential relevance for understanding healthy and pat…
Preferential Detachment During Human Brain Development: Age- and Sex-Specific Structural Connectivity in Diffusion Tensor Imaging (DTI) Data
Sol Lim, Cheol E. Han, Peter J. Uhlhaas +1
Human brain maturation is characterized by the prolonged development of structural and functional properties of large-scale networks that extends into adulthood. However, it is not…
Practopoiesis: Or how life fosters a mind
Danko Nikolić
The mind is a biological phenomenon. Thus, biological principles of organization should also be the principles underlying mental operations. Practopoiesis states that the key for a…