Posted: February 20th, 2015

EXPLAIN HOW all-to-all coupling 100 neurons' CONNECTED to each other. EXPLAIN how they Connected.

Paper, Order, or Assignment Requirements

1)
Brief introduction of AdEx neuron model 

2) 
Write separately Abstract and Brief Introduction of following three articles:
1st article is:
“Dynamics and bifurcations of the adaptive exponential integrate-and-fire model”
2nd article is:
“Firing patterns in the adaptive exponential integrate-and-fire model”
3rd article is:
“Gamma Oscillation by Synaptic Inhibition in a Hippocampal Interneuronal Network Model”

NOTE:
Each model’s abstract and brief introduction have to be different from the original articles’ abstracts and introductions. Basically the abstracts and introductions need to cover all the article.

3) 
For AdEx neuron model; 
Write the python code that shows:
A) A Single neuron’s spiking graph, its raster_plot() and its F-I curve graph WITH DETAILED EXPLANATION AND CODES 

B) EXPLAIN HOW all-to-all coupling 100 neurons’ CONNECTED to each other. EXPLAIN how they Connected.

C) randomly connected 100 neurons’ network spiking graph, its raster_plot() and its F-I curve graph WITH DETAILED EXPLANATION AND CODES

NOTE:
(Use the parameters from Table-1, Fig.4b in the 2nd article=
“Firing patterns in the adaptive exponential integrate-and-fire model”)

As I pointed out that I should have AdEx model tested out and plot similar graphs as Fig1-A and Fig3 in Wang’s paper (Wang’s paper=”Gamma Oscillation by Synaptic Inhibition in a Hippocampal Interneuronal Network Model”). Fig3 is particularly important, because it reveals more details about the neuron property.