… Here we omit the derivation and present the final equation: … But a long τ also decreases the
detector's temporal resolution, thus patterns and random inputs elicit more similar responses, …

… derivation in the BP process but also utilizes the local feature … For these reasons, this study
proposes utilizing STDP-based … In combination with the gradient-based supervised algorithm, …

… Our contribution determines novel spatio-temporally local … were spatially local, the learning
rules were not temporally local. … Our derivation uses a continuous-time formulation and takes …

… Using a combination of data analysis and modeling, it was … a motor pattern is appropriate for
the task at hand, local sensory … proposed that perception was based on the spatial gradients …

… and their temporal derivatives is consistent with the STDP … into neuron i (although the
derivation below does not depend on … , if R(s) is the linear combination of some input rates ρ(s), as …

… value, 2, but in temporal coding these two spike trains can … multiple temporal patterns are
combined into a single pattern… model is also an important reference model for the derivation …

… temporal representations from spikes relying solely on local … This work builds on a combination
of how gradients are … In the derivation of the DECOLLE rule, we used an instantaneous …

… activity based on STDP transforms periodic spatio-temporal … We then set the combined
memory connectivity for three … This section contains the derivation of the evolution equation of W …

… trained based on STDP still perform poorly due to the local … Some methods combine STDP
with backpropagation for hybrid … -STDP, which combines spatial and temporal information …

… (STDP), a form of Hebbian learning, acting on temporally … found that the combination of
STDP and phase precession … This definition allows for online flexibility in the size of dt, as …