Menu
Rendelés állapotának ellenőrzése
Kapcsolat
Könyv Population Density Approach to Neural Network Modeling Cheng Ly

Population Density Approach to Neural Network Modeling

Dimension Reduction Analysis, Techniques, and Firing Rate Dynamics

Szerző: Cheng Ly
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: VDM Verlag
Elérhetőség: Kiadói készleten rendelésre
Küldés 17-27 napon belül
20 655 Ft
Population Density Methods (PDM) have gained§prominence in recent §years in Theoretical Neuroscience...

Információk a könyvről

Szerző
Cheng Ly
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2009
oldal
144
EAN
9783639157536
ISBN
3639157532
Enbook ID
06824229
Kiadó
VDM Verlag
Súly
222
Méretek
152 x 229 x 9

Teljes leírás

Population Density Methods (PDM) have gained§prominence in recent §years in Theoretical Neuroscience as an analytical§and time-saving §computational tool. The method involves solving a§density equation §(aka, Fokker-Planck) instead of simulating many§individual neurons. §Simplifying assumptions of the underlying neuron§model are often §made so that the resulting PDM equations have low§dimension for §tractability. Thus, dimension reduction techniques§are vital for §physiological modeling. An introduction to PDM and §the relevant issues are discussed in Chapter 2. A§''moment closure'' §dimension reduction technique is analyzed in Chapter§3. We show §the §equations are §ill-posed in the fluctuation-driven regime with§realistic parameters §despite several contrary reports in the literature. §The dimension §reduction §method is even worse for the more physiological§''theta'' model §(Chapter 4). A robust and accurate alternative§reduction technique §using a moving eigenvector basis is developed and§implemented in §Chapter 5. The stochastic firing rate dynamics of§various neural §models are analyzed in Chapter 6 with the tools we§have developed.

Érdekelheti

International Who's Who in Classical Music/Popular Music 2003 Set

Europa
244 537 Ft

Fit Faith: A 7 Week Weight Loss Devotional

Susan Kelley
4 184 Ft

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Metropolen Handeln

Hedwig Rudolph
19 860 Ft

comedie du Renard, scenes recentes

MONNIER-M
5 068 Ft