Die mensuraltheorie des Franchinus Gafurius und der folgenden zeit bis zur mitte des 16. jahrhunderts,

"Quellenwerke": p. 2-8.

Kratkai︠a︡ muzykalʹnai︠a︡ grammatika /

Mode of access: Internet.

Theorie und Praxis des harmonischen Tonsatzes : Hand- und Lehrbuch fu̲r den Unterricht und das Studium der Theorie der Musik /

Mode of access: Internet.

Practica musica.

Reproduction of the Wittenberg 1556 ed.

L'antica mvsica ridotta alla moderna prattica, con la dichiaratione, et con gli essempi de i tre generi, con le loro spetie, et con l'inventione di vno nvovo stromento, nelqvale si contiene tvtta la perfetta mvsica, con molti segreti mvsicali. Nuouamente mess'in luce.

Photocopy.

Darstellungen aus der Musik : nebst vorbereitenden Lehren aus der Theorie der Musik /

Mode of access: Internet.

Scriptorum de musica medii

Reprint:

Principi di musica : nei quali oltre le antiche, e solite regole vi sono aggiunte altre figure di note, schiarimento di chiavi, scale dei tuoni, lettura alla francese, scale semplici delle prime regole del cimbalo, violino, viola, violoncello, contrabasso, oboe, e flauto.

Mode of access: Internet.

Traité d'harmonie /

Imprint date from preface.

Ecole de l'harmonie moderne : traitʹe complet de la thʹeorie et de la pratique de cette science depuis ses notions les plus ʹelʹementaires jusquà ses derniers dʹeveloppements /

Vol. 2-3: music.

Qin pu xie sheng : 6 juan ; Shi si jun sheng lü biao dong xiao pu he kan /

Reprint of Ting zhen xuan kan ben.

A briefe and short instruction of the art of musick, to teach how to make discant, of all proportions that are in use : very necessary for all such as are desirous to attaine to knowledge in the art : and may be by practice, if they can sing, soone to be able to compose three, foure, and five parts : and also to compose all sorts of canons that are usuall, by these directions of two or three parts in one, upon the plain-song /

Principally musical examples.

Nouveau manuel complet de musique vocale et instrumentale, ou, Encyclopédie musicale /

V.2- has title: Nouveau manuel complet ...

Yue lü biao wei : 8 juan /

Qi xue zhai cang ban.

Theoretical foundations of neural networks

Neural networks have often been motivated by superficial analogy with biological nervous systems. Recently, however, it has become widely recognised that the effective application of neural networks requires instead a deeper understanding of the theoretical foundations of these models. Insight into neural networks comes from a number of fields including statistical pattern recognition, computational learning theory, statistics, information geometry and statistical mechanics. As an illustration of the importance of understanding the theoretical basis for neural network models, we consider their application to the solution of multi-valued inverse problems. We show how a naive application of the standard least-squares approach can lead to very poor results, and how an appreciation of the underlying statistical goals of the modelling process allows the development of a more general and more powerful formalism which can tackle the problem of multi-modality.