Get Artificial Neural Networks — ICANN'97: 7th International PDF

By Wolfram Schultz (auth.), Wulfram Gerstner, Alain Germond, Martin Hasler, Jean-Daniel Nicoud (eds.)

ISBN-10: 3540636315

ISBN-13: 9783540636311

This ebook constitutes the refereed court cases of the seventh overseas convention on synthetic Neural Networks, ICANN'97, held in Lausanne, Switzerland,in October 1997. The 201 revised papers provided have been chosen from numerous submissions and provides a distinct documentation of the state-of-the-art within the quarter. The papers are geared up in elements on coding and studying in biology; cortical maps and receptive fields; studying: conception and functions; sign processing: blind resource separation, vector quantization, and self-organization; robotics, self reliant brokers, and keep watch over; speech, imaginative and prescient and trend reputation; prediction, forecasting and tracking; and implementations.

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Additional info for Artificial Neural Networks — ICANN'97: 7th International Conference Lausanne, Switzerland, October 8–10, 1997 Proceeedings

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Is the Two-Part Model an Architectural Style – Rather Than a Model? The two-part model described above builds on and encapsulates several architectural styles. The continuous processing part contains multiple continuous data processing algorithms, and in case they are control loop algorithms they can be described according to the process control architectural style. Further each of these algorithms can be divided in components that are connected according to pipes and filters style. Finally the event-controlled part encapsulates a state-based control style.

As in many complex systems, there are multiple ways of organizing ë2ë both the functionality and the various ways of supporting nonfunctional properties. In this case, we see two more or less orthogonal dimensions of organization: system objects and system functionality. System objects reæect the basic hardware orientation of these systems: packs, slots, protection groups, cables, lines, switches, etc. System functionalities reæect the things that the system does: conæguration, connection, fault handling, protection, synchronization, initialization, recovery, etc.

Our strategy then was to take a hybrid approach: choose the components that are considered to be central at the architectural level and then distribute the others throughout those components | a mix and match approach. The question then is how to gain consistency for the secondary components that get distributed over the architectural components. We illustrate the use of architectural styles as a solution to this problem in two interesting cases below. 5 Architectural Solution We discuss our solutions to the issues we have raised and show how these diæerent solutions æt together to resolve these issues in interesting ways.

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Artificial Neural Networks — ICANN'97: 7th International Conference Lausanne, Switzerland, October 8–10, 1997 Proceeedings by Wolfram Schultz (auth.), Wulfram Gerstner, Alain Germond, Martin Hasler, Jean-Daniel Nicoud (eds.)

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