The spiking phase, defined as the time instant of action potential relative to a rhythmic
signal, is a critical characteristic of information processing in brain circuits. Realistic neuron …

We consider and analyze the influence of spike-timing dependent plasticity (STDP) on
homeostatic states in synaptically coupled neuronal oscillators. In contrast to conventional …

We study the capacity of Hodgkin–Huxley neuron in a network to change temporarily or
permanently their connections and behavior, the so called spike timing-dependent plasticity …

The influence of a weight-dependent spike-timing dependent plasticity (STDP) rule on the
temporal evolution and equilibrium state of a certain synapse is investigated. We show that …

The brain has the phenomenal ability to reorganise itself by forming new connections
among neurons and by pruning others. The so-called neural or brain plasticity facilitates the …

In this paper, we study the effects of spike timing-dependent plasticity on synchronisation in
a network of Hodgkin–Huxley neurons. Neuron plasticity is a flexible property of a neuron …

How can neural circuits maintain stable activity states when they are constantly being
modified by Hebbian processes that are notorious for being unstable? A new synaptic …

Neuronal oscillatory activity has been reported in relation to a wide range of cognitive
processes including the encoding of external stimuli, attention, and learning. Although the …

In the brain, the postsynaptic response of a neuron to time-varying inputs is determined by
the interaction of presynaptic spike times with the short-term dynamics of each synapse. For …

Neurons convert external stimuli into action potentials, or spikes, and encode the contained
information into the biological nervous system. Despite the complexity of neurons and the …