Reconstruction, Identification and Implementation Methods for Spiking Neural Circuits (Springer Theses) free ebook download.

Home : Book details

Reconstruction, Identification and Implementation Methods for Spiking Neural Circuits (Springer Theses) free ebook download

Category:
Medicine

Views: 236
Likes: 268

Catalogue

Author(s):	Dorian Florescu

Date:	2017-05-23	Format:	PDF	Language:	English	ISBN/ASIN:	3319570803
Pages:	139	OCR:		Quality:		ISBN13:	9783319570808
Uploader:	stirkout	Upload Date:	4/25/2017 11:16:03 AM

To download click on link in the Links Table below

Description: Click to see full description

This work is motivated by the ongoing open question of how information in the outside world is represented and processed by the brain. Consequently, several novel methods are developed.

A new mathematical formulation is proposed for the encoding and decoding of analog signals using integrate-and-fire neuron models. Based on this formulation, a novel algorithm, significantly faster than the state-of-the-art method, is proposed for reconstructing the input of the neuron.

Two new identification methods are proposed for neural circuits comprising a filter in series with a spiking neuron model. These methods reduce the number of assumptions made by the state-of-the-art identification framework, allowing for a wider range of models of sensory processing circuits to be inferred directly from input-output observations.

A third contribution is an algorithm that computes the spike time sequence generated by an integrate-and-fire neuron model in response to the output of a linear filter, given the input of the filter encoded with the same neuron model.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
1882876	Book	http://tezfiles.com/file/35753874f3745...		4.00	stirkout

Tags: Circuits Identification Implementation Methods Neural Reconstruction Spiking Springer Theses

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment: