4 papers
Self-Organising Digital Circuits
Marcello Barylli, Gabriel Béna, Gabriel Béna +3
Fault tolerance in classical computing has traditionally relied on static strategies like hardware redundancy and error-correcting codes. Biological systems, in contrast, exhibit a…
FiVL: A Framework for Improved Vision-Language Alignment through the Lens of Training, Evaluation and Explainability
Estelle Aflalo, Gabriela Ben Melech Stan, Tiep Le +5
Large Vision Language Models (LVLMs) have achieved significant progress in integrating visual and textual inputs for multimodal reasoning. However, a recurring challenge is ensurin…
Deep-Unrolling Multidimensional Harmonic Retrieval Algorithms on Neuromorphic Hardware
Vlad C. Andrei, Alexandru P. DrÄguÅ£oiu, Gabriel Béna +5
This paper explores the potential of conversion-based neuromorphic algorithms for highly accurate and energy-efficient single-snapshot multidimensional harmonic retrieval (MHR). By…
Dynamics of specialization in neural modules under resource constraints
Gabriel Béna, Dan F. M. Goodman
It has long been believed that the brain is highly modular both in terms of structure and function, although recent evidence has led some to question the extent of both types of mo…