| 書(shū)目名稱 | Neural Network Simulation Environments | | 編輯 | Josef Skrzypek | | 視頻video | http://file.papertrans.cn/664/663690/663690.mp4 | | 叢書(shū)名稱 | The Springer International Series in Engineering and Computer Science | | 圖書(shū)封面 |  | | 描述 | .Neural Network Simulation Environments. describes some ofthe best examples of neural simulation environments. .All current neural simulation tools can be classified into fouroverlapping categories of increasing sophistication in softwareengineering. The least sophisticated are undocumented and dedicatedprograms, developed to solve just one specific problem; these toolscannot easily be used by the larger community and have not beenincluded in this volume. The next category is a collection ofcustom-made programs, some perhaps borrowed from other applicationdomains, and organized into libraries, sometimes with a rudimentaryuser interface. More recently, very sophisticated programs started toappear that integrate advanced graphical user interface and other dataanalysis tools. These are frequently dedicated to just one neuralarchitecture/algorithm as, for example, three layers of interconnectedartificial `neurons‘ learning to generalize input vectors using abackpropagation algorithm. Currently, the most sophisticatedsimulation tools are complete, system-level environments,incorporating the most advanced concepts in software engineering thatcan support experimentation and model developm | | 出版日期 | Book 1994 | | 關(guān)鍵詞 | algorithms; development; interfaces; language; modeling; networks; neural networks; simulation; software; sof | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4615-2736-7 | | isbn_softcover | 978-1-4613-6180-0 | | isbn_ebook | 978-1-4615-2736-7Series ISSN 0893-3405 | | issn_series | 0893-3405 | | copyright | Springer Science+Business Media New York 1994 |
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