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Titlebook: Neural Information Processing; 14th International C Masumi Ishikawa,Kenji Doya,Takeshi Yamakawa Conference proceedings 2008 Springer-Verlag

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Firing Pattern Estimation of Biological Neuron Models by Adaptive Observerre known. Using the Strictly Positive Realness and Yu’s stability criterion, we can show the asymptotic stability of the error systems. The estimators allow us to recover the internal states and to distinguish the firing patterns with early-time dynamic behaviors.
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Thouless-Anderson-Palmer Equation for Associative Memory Neural Network Models with Fluctuating Coup couplings. Such systems with finite number of neurons originally have no energy concept. Thus they defy the use of the replica method or the cavity method, which require the energy concept. However for some realizations of synaptic noise, the systems have the effective Hamiltonian and the cavity me
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Spike-Timing Dependent Plasticity in Recurrently Connected Networks with Fixed External Inputss Poisson pulse trains). We use a dynamical system to model the network activity and predict its asymptotic evolution, which turns out to qualitatively depend on the learning parameters and the correlation structure of the inputs. Our predictions are supported by numerical simulations of Poisson neu
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Reproducibility Analysis of Event-Related fMRI Experiments Using Laguerre Polynomialsnce imaging (fMRI) experiments. This particular family of polynomials has been widely used in the system identification literature and recommended for modeling impulse functions in BOLD-based fMRI experiments. In empirical studies, we applied Laguerre polynomials to analyze data collected in an even
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The Effects of Theta Burst Transcranial Magnetic Stimulation over the Human Primary Motor and Sensorx (M1) or sensory cortex (S1) can influence cortical excitability in humans. Particularly it has been shown that TBS can induce the long-lasting effects with the stimulation duration shorter than those of conventional rTMSs. However, in those studies, effects of TBS over M1 or S1 were assessed only
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