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ICANN
2001
Springer
15 years 11 months ago
Fast Curvature Matrix-Vector Products
The method of conjugate gradients provides a very effective way to optimize large, deterministic systems by gradient descent. In its standard form, however, it is not amenable to ...
Nicol N. Schraudolph
ICANN
1997
Springer
15 years 10 months ago
On-Line Hebbian Learning for Spiking Neurons: Architecture of the Weight-Unit of NESPINN
: We present the implementation of on-line Hebbian learning for NESPINN, the Neurocomputer for the simulation of spiking neurons. In order to support various forms of Hebbian learn...
Ulrich Roth, Axel Jahnke, Heinrich Klar
ICANN
1997
Springer
15 years 10 months ago
Kernel Principal Component Analysis
A new method for performing a nonlinear form of Principal Component Analysis is proposed. By the use of integral operator kernel functions, one can e ciently compute principal comp...
Bernhard Schölkopf, Alex J. Smola, Klaus-Robe...
AINA
2004
IEEE
15 years 10 months ago
Designing a Mobile Phone of the Future: Requirements Elicitation using Photo Essays and Scenarios
We report a case study of designing a mobile phone of the future, involving participatory requirements elicitation using a form of scenario-based design. Participants took photogr...
Kentaro Go, Yasuaki Takamoto, John M. Carroll
CIVR
2006
Springer
138views Image Analysis» more  CIVR 2006»
15 years 10 months ago
A Large Scale System for Searching and Browsing Images from the World Wide Web
Abstract. This paper outlines the technical details of a prototype system for searching and browsing over a million images from the World Wide Web using their visual contents. The ...
Alexei Yavlinsky, Daniel Heesch, Stefan M. Rü...