notesum.ai

Published at December 3

FL-QDSNNs: Federated Learning with Quantum Dynamic Spiking Neural Networks

quant-ph

cs.ET

Released Date: December 3, 2024

Authors: Nouhaila Innan¹, Alberto Marchisio¹, Muhammad Shafique¹

Aff.: ¹New York University Abu Dhabi (NYUAD)

Arxiv: http://arxiv.org/pdf/2412.02293v1

Refer to caption

Experiment	Dataset [Model]
E8 [26]	Fetal health; [VQNNs,
	VQNNs-QFL]
E9 [27]	EMO-DB; [QGRU,
	QFL-QMGU]
E10 [28]	CIFAR; [hybrid
	non-FL, QML-FL]
E11 [29]	Bank transactions;
	[QNN, QFNN]