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TEMPO: a stochastic benchmarking protocol for evaluating temporal robustness in spiking neural networks

Spiking neural networks are set apart from conventional architectures by their leaky-integrator dynamics and temporal memory, yet the benchmarks most often used to evaluate them do not exercise these properties. In datasets such as N-MNIST and DVS-Gesture the discriminative information lies in spati...

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Bibliografische gegevens
Hoofdauteurs: Lucas S Hindman, Kurtis D Cantley
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: IOP Publishing 2026-01-01
Reeks:Neuromorphic Computing and Engineering
Onderwerpen:
Online toegang:https://doi.org/10.1088/2634-4386/ae84f7
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