Ultra-low-power Image Classification on Neuromorphic Hardware

G Lenz, G Orchard, S Sheik - arXiv preprint arXiv:2309.16795, 2023 - arxiv.org
Spiking neural networks (SNNs) promise ultra-low-power applications by exploiting
temporal and spatial sparsity. The number of binary activations, called spikes, is proportional …

Neuromorphic algorithms and hardware for event-based processing

G Lenz - 2021 - theses.hal.science
The demand for computing power steadily increases to enable new and more intelligent
functionalities in our current technology. The combined computing power of mobile systems …