0
Your cart

Your cart is empty

Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences

Buy Now

Reconstruction, Identification and Implementation Methods for Spiking Neural Circuits (Hardcover, 1st ed. 2017) Loot Price: R3,516
Discovery Miles 35 160
Reconstruction, Identification and Implementation Methods for Spiking Neural Circuits (Hardcover, 1st ed. 2017): Dorian Florescu

Reconstruction, Identification and Implementation Methods for Spiking Neural Circuits (Hardcover, 1st ed. 2017)

Dorian Florescu

Series: Springer Theses

 (sign in to rate)
Loot Price R3,516 Discovery Miles 35 160 | Repayment Terms: R330 pm x 12*

Bookmark and Share

Expected to ship within 12 - 17 working days

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.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Springer Theses
Release date: May 2017
First published: 2017
Authors: Dorian Florescu
Dimensions: 235 x 155 x 11mm (L x W x T)
Format: Hardcover
Pages: 139
Edition: 1st ed. 2017
ISBN-13: 978-3-319-57080-8
Categories: Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Circuits & components
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General
Promotions
LSN: 3-319-57080-3
Barcode: 9783319570808

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

The Awakened Brain - The Psychology Of…
Lisa Miller Paperback R340 R308 Discovery Miles 3 080
A Path through the Jungle…
Professor Steve Peters Paperback R495 Discovery Miles 4 950
Motor Cognition - What actions tell the…
Marc Jeannerod Hardcover R6,352 Discovery Miles 63 520
The Neurobiology of an Insect Brain
Malcolm Burrows Hardcover R4,611 Discovery Miles 46 110
Dopamine Nation - Why Our Addiction To…
Anna Lembke Paperback R305 R272 Discovery Miles 2 720
Beyond Neurotransmission…
Paul Katz Hardcover R8,020 Discovery Miles 80 200
The Moving Tablet of the Eye - The…
Nicholas Wade, Benjamin Tatler Hardcover R4,466 Discovery Miles 44 660
Plasticity in Nerve Cell Function
Platon Kostyuk Hardcover R5,524 Discovery Miles 55 240
Grasp - The Science Transforming How We…
Sanjay Sarma, Luke Yoquinto Hardcover R802 R715 Discovery Miles 7 150
The Book of Minds - How to Understand…
Philip Ball Paperback R330 R299 Discovery Miles 2 990
Principles of Neural Science, Sixth…
Eric Kandel, John D Koester, … Paperback R4,579 Discovery Miles 45 790
Attack of the Teenage Brain…
John Medina Paperback R884 R757 Discovery Miles 7 570

See more

Partners