Although typically assumed to degrade performance, random fluctuations, or noise, can
sometimes improve information processing in non-linear systems. One such form …

Purkinje neurons play an important role in cerebellar computation since their axons are the
only projection from the cerebellar cortex to deeper cerebellar structures. They have …

An improved understanding of the mechanisms underlying neuromodulatory approaches to
mitigate seizure onset is needed to identify clinical targets for the treatment of epilepsy …

Stochastic resonance (SR) is said to be observed when the presence of noise in a nonlinear
system enables an output signal from the system to better represent some feature of an input …

We conducted simulations on the neuronal behavior of neuristor-based leaky integrate-and-
fire (NLIF) neurons. The phase-plane analysis on the NLIF neuron highlights its spiking …

We investigate inverse stochastic resonance (ISR), a recently reported phenomenon in
which the spiking activity of a Hodgkin-Huxley model neuron subject to external noise …

Embedded, continual learning for autonomous and adaptive behavior is a key application of
neuromorphic hardware. However, neuromorphic implementations of embedded learning at …

Stochastic Resonance (SR) is a well-known noise-induced phenomenon widely reported in
dynamical systems with a threshold, while Inverse Stochastic Resonance (ISR) is an …

In order to explain the occurrence of a minimum in firing rate which occurs for certain mean
input levels μ as noise level σ increases (inverse stochastic resonance, ISR) in Hodgkin …

The equilibrium Nernst potential plays a critical role in neural cell dynamics. A common
approximation used in studying electrical dynamics of excitable cells is that the ionic …