標(biāo)題: Titlebook: Statistical Field Theory for Neural Networks; Moritz Helias,David Dahmen Book 2020 Springer Nature Switzerland AG 2020 Statistical physics [打印本頁(yè)] 作者: Diverticulum 時(shí)間: 2025-3-21 19:13
書目名稱Statistical Field Theory for Neural Networks影響因子(影響力)
書目名稱Statistical Field Theory for Neural Networks影響因子(影響力)學(xué)科排名
書目名稱Statistical Field Theory for Neural Networks網(wǎng)絡(luò)公開度
書目名稱Statistical Field Theory for Neural Networks網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Statistical Field Theory for Neural Networks被引頻次
書目名稱Statistical Field Theory for Neural Networks被引頻次學(xué)科排名
書目名稱Statistical Field Theory for Neural Networks年度引用
書目名稱Statistical Field Theory for Neural Networks年度引用學(xué)科排名
書目名稱Statistical Field Theory for Neural Networks讀者反饋
書目名稱Statistical Field Theory for Neural Networks讀者反饋學(xué)科排名
作者: affinity 時(shí)間: 2025-3-21 23:48 作者: 嫌惡 時(shí)間: 2025-3-22 02:11
Moritz Helias,David DahmenProvides the first self-contained introduction to field theory for neuronal networks.Presents the main concepts from field theory that are relevant for network dynamics, including diagrammatic techniq作者: Ischemic-Stroke 時(shí)間: 2025-3-22 08:32
978-3-030-46443-1Springer Nature Switzerland AG 2020作者: Compass 時(shí)間: 2025-3-22 10:47 作者: 辭職 時(shí)間: 2025-3-22 15:21 作者: 舊石器時(shí)代 時(shí)間: 2025-3-22 20:25 作者: 難取悅 時(shí)間: 2025-3-22 22:16
Probabilities, Moments, Cumulants,the cumulant-generating function. It, correspondingly, introduces moments and cumulants and their mutual connections. These definitions are key to the subsequent concepts, such as the perturbative computation of statistics.作者: Gratulate 時(shí)間: 2025-3-23 02:04
Loopwise Expansion in the MSRDJ Formalism,al, introduced in Chap. .. This will allow us to obtain self-consistent solutions for the mean of the process including fluctuation corrections. It also enables the efficient computation of higher order cumulants of the process by decomposing them into vertex functions, as introduced in Chap. ..作者: RUPT 時(shí)間: 2025-3-23 08:08 作者: 聚集 時(shí)間: 2025-3-23 12:51 作者: adumbrate 時(shí)間: 2025-3-23 16:47 作者: Expiration 時(shí)間: 2025-3-23 21:10
Book 2020These powerful analytical techniques, which are well established in other fields of physics, are the basis of current developments and offer solutions to pressing open problems in theoretical neuroscience and also machine learning. They enable a systematic and quantitative understanding of the dynam作者: PALMY 時(shí)間: 2025-3-23 22:37
0075-8450 elevant for network dynamics, including diagrammatic techniq.This book presents a self-contained introduction to techniques from field theory applied to stochastic and collective dynamics in neuronal networks. These powerful analytical techniques, which are well established in other fields of physic作者: Parley 時(shí)間: 2025-3-24 03:07 作者: 讓空氣進(jìn)入 時(shí)間: 2025-3-24 07:51
Functional Formulation of Stochastic Differential Equations,Moreover, this formulation will be essential for the treatment of disordered systems in Chap. ., following the spirit of the work by De Dominicis and Peliti (Phys Rev B 18:353, 1978) to obtain a generating functional that describes an average system belonging to an ensemble of systems with random parameters.作者: FLOUR 時(shí)間: 2025-3-24 11:44 作者: judiciousness 時(shí)間: 2025-3-24 16:58
Loopwise Expansion of the Effective Action,mmatic series will proceed according to the power of each term in units of the magnitude of fluctuations. This formulation is in particular suitable to study non-vanishing mean values of the stochastic variables and is therefore a central tool in quantum field theory and statistical field theory, in particular in the study of phase transitions.作者: 極肥胖 時(shí)間: 2025-3-24 19:38
Introduction,re many features with interacting many particle systems in physics. Even if the single neuron dynamics is rather simple, interesting behavior of networks arises from the interaction of these many components. As a result, the activity the electrically active tissue of the brain exhibits is correlated on a multitude of spatial and temporal scales.作者: 菊花 時(shí)間: 2025-3-25 01:14 作者: indemnify 時(shí)間: 2025-3-25 04:59
Perturbation Expansion,which can be systematically calculated via Taylor expansions and expectation values with regard to the solvable part of the theory. Diagrammatic rules for Gaussian solvable theories are presented to organize perturbation expansions using Feynman diagrams. The general rules are exemplified using a “..?+?..” theory.作者: 比喻好 時(shí)間: 2025-3-25 07:55
Perturbation Theory for Stochastic Differential Equations,part of the theory. We here want to show how to calculate perturbative corrections that arise from non-linearities in the stochastic differential equation, corresponding to the non-Gaussian part of the action.作者: FATAL 時(shí)間: 2025-3-25 11:46 作者: 克制 時(shí)間: 2025-3-25 16:19 作者: bleach 時(shí)間: 2025-3-25 22:04
Probabilities, Moments, Cumulants,the cumulant-generating function. It, correspondingly, introduces moments and cumulants and their mutual connections. These definitions are key to the subsequent concepts, such as the perturbative computation of statistics.作者: 增減字母法 時(shí)間: 2025-3-26 01:29
,Gaussian Distribution and Wick’s Theorem, theory boils down to a clever reorganization of Gaussian integrals. In this section we will therefore derive fundamental properties of this distribution. The diagrammatic perturbative methods to be developed in subsequent chapters rely on these elementary properties: The lines in Feynman diagrams r作者: 孵卵器 時(shí)間: 2025-3-26 06:05
Perturbation Expansion,lvable part and a small perturbation. The general concept of an action allows the definition of an interaction potential that introduces corrections, which can be systematically calculated via Taylor expansions and expectation values with regard to the solvable part of the theory. Diagrammatic rules作者: Optic-Disk 時(shí)間: 2025-3-26 09:31
Functional Formulation of Stochastic Differential Equations,spects. First, it expresses the dynamical equations into a path-integral, where the dynamic equations give rise to the definition of an “action.” In this way, the perturbation expansion with the help of Feynman diagrams or the loopwise expansions to obtain a systematic treatment of fluctuations (in 作者: conception 時(shí)間: 2025-3-26 13:36 作者: extinct 時(shí)間: 2025-3-26 20:00 作者: abolish 時(shí)間: 2025-3-27 00:41
Dynamic Mean-Field Theory for Random Networks,il today. Many subsequent studies have built on top of this work. The presentation in the original work summarizes the main steps of the derivations and the most important results. In this chapter we show the formal calculations that reproduce these results. After communication with Crisanti we coul作者: 鞭打 時(shí)間: 2025-3-27 04:05 作者: 你敢命令 時(shí)間: 2025-3-27 07:35
Expansion of Cumulants into Tree Diagrams of Vertex Functions,ll show that there is a simple set of graphical rules that connect the Feynman diagrams that contribute to derivatives of the effective action Γ, the vertex functions, and the derivatives of the cumulant-generating function ., the cumulants. These relations are fundamental to many methods in field t作者: Indicative 時(shí)間: 2025-3-27 09:50
Loopwise Expansion of the Effective Action,tional to a small factor ., this factor is a natural parameter to organize the perturbation series. In many cases this is not the case and other arrangements of the perturbation series may have better convergence properties. We will here study one such reorganization. This organization of the diagra作者: Heresy 時(shí)間: 2025-3-27 17:35 作者: pacifist 時(shí)間: 2025-3-27 20:16
Kay Dreyfusranty data analysis.Includes supplementary material: .Warranty Data Collection and Analysis. deals with warranty data collection and analysis and the problems associated with these activities. The book is a both a research monograph and a handbook for practitioners. As a research monograph, it unifi作者: Acumen 時(shí)間: 2025-3-27 22:17 作者: 有害處 時(shí)間: 2025-3-28 03:39
Mimicry in Psychological Disorders and Psychotherapy,logical disorders. An interesting hypothesis is that mimicry behavior of people with psychological disorders is different compared to people who are not suffering from a psychological disorder, and that this contributes to their problems in social interactions which in turn may worsen symptomatology作者: BLANC 時(shí)間: 2025-3-28 07:39
Development of a Index for Sustainable Energy Technologies Based on an Intelligent Fuzzy Expert Syst environmental sustainability are in many cases affected by uncertainty. Fuzzy-sets have evidenced to be able to deal very well with uncertainty. In this paper an index based on an intelligent fuzzy inference system is proposed to assess the impact on the environment of the most important electricit作者: Cursory 時(shí)間: 2025-3-28 14:19 作者: 熔巖 時(shí)間: 2025-3-28 15:52 作者: 性別 時(shí)間: 2025-3-28 20:32 作者: diathermy 時(shí)間: 2025-3-29 02:52 作者: Armada 時(shí)間: 2025-3-29 06:39
Benzodiazepine Discontinuation Syndromes: Clinical and Experimental Aspectsn (P. and L. 1981). More recent studies provide a broad range of estimates for the occurrence of significant discontinuation effects, from 5% to 35% in patients receiving benzodiazepines for at least 1 month (S. and G. 1993).作者: jabber 時(shí)間: 2025-3-29 09:37
Book 2019terventions have tried to define and enhance teacher quality to raise pupil achievement, this book calls for an interrogation of this stance and signals a need to consider an alternative approach. This book will appeal to students and scholars of teacher effectiveness and professional learning, as well as researchers and policymakers.?作者: ACME 時(shí)間: 2025-3-29 14:20
non-stationary policy and a fixed but unknown reward function, based on the behavioral history of a learning agent; in particular, we estimate a change point of the behavior policy from an exploratory one in the agent’s early stage of the learning and an exploitative one in its later learning stage.作者: Restenosis 時(shí)間: 2025-3-29 19:07 作者: ALERT 時(shí)間: 2025-3-29 20:45
Modeling Concept Drift Detection as Machine Learning Model Using Overlapping Window and Kolmogorov–Silized these for building the classifier. Using this classifier, further, we can detect the drift. Also, we have used overlapping windows to avoid information loss. For building the classifier we have applied various classification models like Logistic Regression, Support Vector Machine, K-Nearest N作者: mighty 時(shí)間: 2025-3-30 02:34
Dynamic Processes in Proteins by X-Ray Diffractionical methods for simulating barrier crossings are only just being developed, and they require detailed knowledge of both the initial and final states of the molecule, as well as of any intermediate structures that have a lifetime longer than that of a single atomic vibration (10. sec).作者: 災(zāi)難 時(shí)間: 2025-3-30 04:53 作者: Itinerant 時(shí)間: 2025-3-30 11:30 作者: 殺菌劑 時(shí)間: 2025-3-30 15:48
Was sind ?Organisierte Interessen“?Es klingt so einfach und plausibel, von jeder wissenschaftlichen Er?rterung zu verlangen, die wichtigsten Begriffe zun?chst zu definieren. Vielen erscheint es geradezu ein Kennzeichen wissenschaftlichen Arbeitens zu sein, mit einer Definition die Diskussion wissenschaftlicher Probleme zu beginnen.
