Output stream of leaky integrate and fire neuron
نویسنده
چکیده
Probability density function of output interspike intervals is found in exact form for leaky integrate and fire neuron stimulated with Poisson stream. The diffusion approximation is not exploited.
منابع مشابه
Memristor Bridge Synapse Application for Integrate and Fire and Hodgkin-Huxley Neuron Cell
Memory resistor or memristor is already fabricated successfully using current nano dimension technology. Based on its unique hysteresis, the amount of resistance remains constant over time, controlled by the time, the amplitude, and the polarity of the applied voltage. The unique hysteretic current-voltage characteristic in the memristor causes this element to act as a non-volatile resistive me...
متن کاملRole of STDP in regulation of neural timing networks in human: a simulation study
Many physiological events require an accurate timing signal, usually generated by neural networks called central pattern generators (CPGs). On the other hand, properties of neurons and neural networks (e.g. time constants of neurons and weights of network connections) alter with time, resulting in gradual changes in timing of such networks. Recently, a synaptic weight adjustment mechanism has b...
متن کاملRole of STDP in regulation of neural timing networks in human: a simulation study
Many physiological events require an accurate timing signal, usually generated by neural networks called central pattern generators (CPGs). On the other hand, properties of neurons and neural networks (e.g. time constants of neurons and weights of network connections) alter with time, resulting in gradual changes in timing of such networks. Recently, a synaptic weight adjustment mechanism has b...
متن کاملMaterial to the manuscript “ Connectomic Constraints on Computation in Feedforward Networks of Spiking Neurons ”
Online Resource A: Relationship of the abstract neuron model to some widely-used neuron models Here, we demonstrate that the properties that our abstract model of the neuron is contingent on are satisfied, up to arbitrary accuracy, by several widely-used neuron models such as the Leaky Integrate-and-Fire Model and Spike Response Model. Leaky Integrate-and-Fire Model Consider the standard form o...
متن کاملInvestigating Correlation Properties of Hodgkin- Huxley Model with Leaky Integrate–and-Fire Model
Behavioral study of linear model i.e. Integrate and fire model is compared with non-linear model i.e. Hodgkin-Huxley model. Both the models output are affected by Poisson inputs that are correlated positively. Responses of Integrate and fire model and Hodgkin-Huxley models differ in terms of correlated inputs. Linear Integrate and fire model is better for correlated inputs. Non-Linear model dis...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015