1990
@article{Ama1990,
vgclass = {refpap},
vgproject = {nn},
author = {Shun-Ichi Amari},
title = {Mathematical Foundations of Neurocomputing},
journal = {Proceedings of the IEEE},
volume = {78},
number = {9},
pages = {1443--1463},
month = {September},
year = {1990},
abstract = {Neurocomputing makes use of parallel dynamical
interactions of modifiable neuron-like elements. It is important to
show, by mathematical treatments, the capabilities and limitations of
information processing by various architectures of neural networks.
This paper, part tutorial and part review, tries to give mathematical
foundations to neurocomputing. It considers the capabilities of
transformations by layered networks, statistical neurodynamics, the
dynamical characteristics of associative memory, a general theory of
neural learning, and self-organization of neural networks.},
}