Event-based optical flow on neuromorphic processor: ANN vs. SNN comparison based on activation sparsification

Neural Networks, Journal Year: 2025, Volume and Issue: unknown, P. 107447 - 107447

Published: April 1, 2025

Language: Английский

Neuromorphic algorithms for brain implants: a review

Frontiers in Neuroscience, Journal Year: 2025, Volume and Issue: 19

Published: April 11, 2025

Neuromorphic computing technologies are about to change modern computing, yet most work thus far has emphasized hardware development. This review focuses on the latest progress in algorithmic advances specifically for potential use brain implants. We discuss current algorithms and emerging neurocomputational models that, when implemented neuromorphic hardware, could match or surpass traditional methods efficiency. Our aim is inspire creation deployment of that not only enhance computational performance implants but also serve broader fields like medical diagnostics robotics inspiring next generations neural

Language: Английский

Advancing HCI with Neuromorphic Technology: Guidelines for Designing User-Friendly Developer Tools for Neuromorphic Development

Published: April 24, 2025

Language: Английский