X Xie, H Qu, Z Yi, J Kurths - IEEE transactions on neural …, 2016 - ieeexplore.ieee.org
… In order to simplify the derivation of our algorithm, we set τ1 = 2τ2 in this paper. The STDP … Combining the temporal encoding and phase encoding, a feature-dependent phase encoding …
Y Cui, I Prokin, A Mendes, H Berry, L Venance - Scientific reports, 2018 - nature.com
… same definition as above for jittered Δt STDP (Methods): Δt STDP … a large robustness for the temporal imprecision of Δt STDP . … 2e, we show an example of the combination of stochastic …
Z Wu, Y Shen, J Zhang, H Liang, R Zhao, H Li… - Frontiers in …, 2023 - frontiersin.org
… of spatialinformation in [C, H, W] and temporalinformation … In BIDL, we introduce a local learning module, which is a … The R-STDP method we propose consists of the following …
… on the combination of axonal delay and the off-width of the potentiation peak of the STDP rule (… details about our model, numerical simulations and analytical derivations of averaged …
Z Wang, N Yu, Y Liao - Electronics, 2023 - mdpi.com
… and analysis of the definition and computation method of … -STDP [20] by proposing an activeness-based triplet-STDP rule … for a set of parameter combinations that achieved a relatively …
H Fang, Y Zeng, F Zhao - Frontiers in Computational Neuroscience, 2021 - frontiersin.org
… generate spike pair, but temporarily stores the variations of weights … populations of neurons combined with the STDP rule formed … According to the definition, the noise intensity of white …
S Moorjani, JG McPherson, SI Perlmutter - Encyclopedia of Computational …, 2022 - Springer
… amenable to an analytical derivation of coding efficiency. … been demonstrated unequivocally that STDPbased electrical-… as local field potentials (LFPs), ECoG signals are a mixture of …
… The combined effect of temporal truncation and local training … This training algorithm benefited from the STDP for local feature … From the definition, a small FoM is desirable. Figure 14 …
PV Aceituno, MT Farinha, R Loidl… - Frontiers in Computational …, 2023 - frontiersin.org
… Several of those models propose that local errors are … validated temporal Hebbian learning rules (eg, STDP) and we use … to inquire whether the specific combination of DH-DFC has any …