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NPL
2000
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14 years 6 days ago
On the Internal Representations of Product Units
This paper explores internal representation power of product units [1] that act as the functional nodes in the hidden layer of a multi-layer feedforward network. Interesting proper...
Jung-Hua Wang, Yi-Wei Yu, Jia-Horng Tsai
ICANN
2001
Springer
14 years 5 months ago
Product Unit Neural Networks with Constant Depth and Superlinear VC Dimension
Abstract. It has remained an open question whether there exist product unit networks with constant depth that have superlinear VC dimension. In this paper we give an answer by cons...
Michael Schmitt
AGILEDC
2007
IEEE
14 years 6 months ago
Agility and the Inconceivably Large
This report outlines the experiences of the Microsoft Visual Studio Tools for Office product unit (hereafter referred to as “product unit”) as it applied agile principles and ...
Ade Miller, Eric Carter