A taxonomy for spatiotemporal connectionist networks revisited: The unsupervised case
Spatiotemporal connectionist networks (STCNs) comprise an important class of neural
models that can deal with patterns distributed in both time and space. In this article, we …
models that can deal with patterns distributed in both time and space. In this article, we …
Spatial representation of temporal information through spike-timing-dependent plasticity
T Nowotny, MI Rabinovich, HDI Abarbanel - Physical Review E, 2003 - APS
We suggest a mechanism based on spike-timing-dependent plasticity (STDP) of synapses to
store, retrieve and predict temporal sequences. The mechanism is demonstrated in a model …
store, retrieve and predict temporal sequences. The mechanism is demonstrated in a model …
Back-propagation learning of infinite-dimensional dynamical systems
I Tokuda, R Tokunaga, K Aihara - Neural Networks, 2003 - Elsevier
This paper presents numerical studies of applying back-propagation learning to a delayed
recurrent neural network (DRNN). The DRNN is a continuous-time recurrent neural network …
recurrent neural network (DRNN). The DRNN is a continuous-time recurrent neural network …
[HTML][HTML] Stable phase-locked periodic solutions in a delay differential system
J Wu - Journal of differential equations, 2003 - Elsevier
For a delay differential system where the nonlinearity is motivated by applications of neural
networks to spatiotemporal pattern association and can be regarded as a perturbation of a …
networks to spatiotemporal pattern association and can be regarded as a perturbation of a …
Robustness of retrieval properties against imbalance between long-term potentiation and depression of spike-timing-dependent plasticity
N Matsumoto, M Okada - Physical Review E, 2003 - APS
Spike-timing-dependent plasticity (STDP) has recently been shown in some physiological
studies. STDP depends on the precise temporal relationship of presynaptic and postsynaptic …
studies. STDP depends on the precise temporal relationship of presynaptic and postsynaptic …
de Gruyter Series in Nonlinear Analysis and Applications 9
de Gruyter Series in Nonlinear Analysis and Applications 4 Page 1 de Gruyter Series in
Nonlinear Analysis and Applications 4 Editors A. Bensoussan (Paris) R. Conti (Florence) A …
Nonlinear Analysis and Applications 4 Editors A. Bensoussan (Paris) R. Conti (Florence) A …
Vergleichsmethoden und Hyperbolizität für periodische Orbits bei positiver, verzögerter Rückkopplung
MW Gombert - 2003 - jlupub.ub.uni-giessen.de
Wir betrachten ein Modell einer verzögerten, positiven und monotonen Rückkopplung mit
spontaner Dämpfung, das durch eine Delay-Differentialgleichung gegeben ist; nach einer …
spontaner Dämpfung, das durch eine Delay-Differentialgleichung gegeben ist; nach einer …