3 papers
cs.AI2026
Geodesic Flow Matching for Denoising High-Dimensional Structured Representations
Karim Habashy, Chris Eliasmith
Vector Symbolic Algebras (VSAs) enable robust neurosymbolic reasoning by encoding symbolic information into high-dimensional distributed representations. For continuous domains, Sp…
cs.NE2024
Adapting to time: Why nature may have evolved a diverse set of neurons
Karim G. Habashy, Benjamin D. Evans, Dan F. M. Goodman +1
Brains have evolved diverse neurons with varying morphologies and dynamics that impact temporal information processing. In contrast, most neural network models use homogeneous unit…
cs.CV2024
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments
Valerio Biscione, Milton L. Montero, Marin Dujmovic +9
Multiple benchmarks have been developed to assess the alignment between deep neural networks (DNNs) and human vision. In almost all cases these benchmarks are observational in the…