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Maladaptive plasticity in tinnitus—triggers, mechanisms and treatment
Tinnitus is a phantom auditory sensation that reduces quality of life for millions of people
worldwide, and for which there is no medical cure. Most cases of tinnitus are associated with …
worldwide, and for which there is no medical cure. Most cases of tinnitus are associated with …
[HTML][HTML] Mechanisms of noise-induced tinnitus: insights from cellular studies
Tinnitus, sound perception in the absence of physical stimuli, occurs in 15% of the
population and is the top-reported disability for soldiers after combat. Noise overexposure is …
population and is the top-reported disability for soldiers after combat. Noise overexposure is …
Low latency and sparse computing spiking neural networks with self-driven adaptive threshold plasticity
Spiking neural networks (SNNs) have captivated the attention worldwide owing to their
compelling advantages in low power consumption, high biological plausibility, and strong …
compelling advantages in low power consumption, high biological plausibility, and strong …
Optimal heterogeneity for coding in spiking neural networks
The effect of cellular heterogeneity on the coding properties of neural populations is studied
analytically and numerically. We find that heterogeneity decreases the threshold for …
analytically and numerically. We find that heterogeneity decreases the threshold for …
Differential effects of excitatory and inhibitory heterogeneity on the gain and asynchronous state of sparse cortical networks
Recent experimental and theoretical studies have highlighted the importance of cell-to-cell
differences in the dynamics and functions of neural networks, such as in different types of …
differences in the dynamics and functions of neural networks, such as in different types of …
Vibrational resonance in a heterogeneous scale free network of neurons
Vibrational resonance (VR) is a phenomenon whereby the response of some dynamical
systems to a weak low-frequency signal can be maximized with the assistance of an optimal …
systems to a weak low-frequency signal can be maximized with the assistance of an optimal …
Synchronization in STDP-driven memristive neural networks with time-varying topology
Synchronization is a widespread phenomenon in the brain. Despite numerous studies, the
specific parameter configurations of the synaptic network structure and learning rules …
specific parameter configurations of the synaptic network structure and learning rules …
Leveraging Tunability of Localized-Interfacial Memristors for Efficient Handling of Complex Neural Networks
A scalable (< 130 nm) resistive switching memristor that features both filamentary and
interfacial switching aimed at neuromorphic computing is developed in this study. The …
interfacial switching aimed at neuromorphic computing is developed in this study. The …
Effect of interpopulation spike-timing-dependent plasticity on synchronized rhythms in neuronal networks with inhibitory and excitatory populations
SY Kim, W Lim - Cognitive Neurodynamics, 2020 - Springer
We consider a two-population network consisting of both inhibitory (I) interneurons and
excitatory (E) pyramidal cells. This I–E neuronal network has adaptive dynamic I to E and E …
excitatory (E) pyramidal cells. This I–E neuronal network has adaptive dynamic I to E and E …
Spike timing-dependent plasticity induces non-trivial topology in the brain
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 …
permanently their connections and behavior, the so called spike timing-dependent plasticity …