… The push-pull spiking outputs are then combined as a single-ended spike … STDP weight
change is well explained by the rate-based term of (17). Therefore, in the rest of our derivation, …

… of temporal code is a spatial pattern. Input from multiple afferent neurons in a short
temporal … not the case in a Poisson noise and spatial pattern mixture. Moreover, the Spike-Response …

… (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 …

… feedback connections combined with the local STDP plasticity rule are combined to directly
… model we use for temporal information processing is the Leaky integrate-and-fire (LIF) model…

… Similar to the above derivation, the detail of the derivation of the weight updating in … SNN
model and a GlobalLocal Hybrid STDP (GLHSTDP) learning algorithm. By using a combination …

… of DL, is also deriving brand new inspirations from them. Being … spatial domain is 2D images,
therefore the 1D ECLIF model … As a result, there are many combinations of these sub-types, …

… where K is a temporal kernel characterizing the intensity of neural weight updates from inter-…
3 largely remains valid for the full model. In Sect. 4.2, we combine the full model (4) with a …

… of weights and temporal dynamics of our model so that the … According to this definition, HUs
also included rare cases of … network model, we investigated after which combined pattern …

… STDP enables neurons to process information in an unsupervised way [33], but with a …
efficient temporal benefit unexploited. The gap between ANNs and SNNs motivates us to combine …

… the mapping from spatio-temporal stimuli to such temporal feature space, identifying a class
… branches (lateral excitation) combined with the hetherosynaptic STDP make it possible w(D …