4 papers
Self-Organising Digital Circuits
Marcello Barylli, Gabriel Béna, Alexander Mordvintsev +2
Fault tolerance in classical computing has traditionally relied on static strategies like hardware redundancy and error-correcting codes. Biological systems, in contrast, exhibit a…
Deep-Unrolling Multidimensional Harmonic Retrieval Algorithms on Neuromorphic Hardware
Vlad C. Andrei, Alexandru P. Drăguţoiu, 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…
Event-based backpropagation on the neuromorphic platform SpiNNaker2
Gabriel Béna, Timo Wunderlich, Mahmoud Akl +3
Neuromorphic computing aims to replicate the brain's capabilities for energy efficient and parallel information processing, promising a solution to the increasing demand for faster…
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…