20% off all books with the code: BOOKS
  • check 10+ million books
  • check New arrivals every day
  • check Trusted by 1M+ customers
  • check Great prices & discounts
  • check Shipping across Europe

Information Processing in a Stochastic Neuron - V. D. S. Baghela

English
2022-01-24
€56.30 €70.38

-20% with code BOOKS

In stock at our supplier

Shipping in 15-21 days

30-day return policy

LIF neuron model is a threshold-based neuron model and has been widely used to analytically study neuronal behavior as the easiness of the model. DDF provides a mechanism for including the previous values of the membrane potential on its further evolution and increases the model complexity. LIF neuron model in DDF is more closure to the real neuron as compared with the simple LIF neuron with noisy input. Th ... Full description

Description

LIF neuron model is a threshold-based neuron model and has been widely used to analytically study neuronal behavior as the easiness of the model. DDF provides a mechanism for including the previous values of the membrane potential on its further evolution and increases the model complexity. LIF neuron model in DDF is more closure to the real neuron as compared with the simple LIF neuron with noisy input. The spiking activity and neuronal information processing LIF neuron model with refractory time period has been investigated in DDF. In order to extend the study, three different kinds of the kernel function, namely, exponentially distributed, gamma-distributed and hypo-exponential distributed delay kernel function and two different kinds of refractory time period, namely, uniformly distributed and Gaussian distributed time periods are investigated. The obtained results are compared with no refractory time period results. We notice that the Gaussian distributed refractory time period with hypo-exponentially distributed delay kernel function has ISI distribution patterns more closure to the experimental studies.

More Information

Author V. D. S. Baghela
Publisher LAP LAMBERT Academic Publishing
Release year 2022
Cover type Softcover
EAN 9786204739267
Write Your Own Review
You're reviewing: Information Processing in a Stochastic Neuron
Your Rating:

Goodreads Reviews

€56.30 €70.38