Controlling search dynamics by manipulating energy landscapes:
Abstract: "Touretzky and Hinton's DCPS (Distributed Connectionist Production System) is a neural network with complex dynamical properties. Visualization of the energy landscapes of some of its component modules leads to a better intuitive understanding of the model. Three visualization te...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Pittsburgh, Pa.
1989
|
| Schriftenreihe: | Carnegie-Mellon University <Pittsburgh, Pa.> / Computer Science Department: CMU-CS
89,113 |
| Schlagworte: | |
| Zusammenfassung: | Abstract: "Touretzky and Hinton's DCPS (Distributed Connectionist Production System) is a neural network with complex dynamical properties. Visualization of the energy landscapes of some of its component modules leads to a better intuitive understanding of the model. Three visualization techniques are used in this paper. Analysis of the way energy landscapes change as modules interact during an annealing search suggests ways in which the search dynamics can be controlled, thereby improving the model's performance on difficult match cases." |
| Beschreibung: | I, 43 S. |
Internformat
MARC
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| 100 | 1 | |a Touretzky, David S. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Controlling search dynamics by manipulating energy landscapes |
| 264 | 1 | |a Pittsburgh, Pa. |c 1989 | |
| 300 | |a I, 43 S. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 490 | 1 | |a Carnegie-Mellon University <Pittsburgh, Pa.> / Computer Science Department: CMU-CS |v 89,113 | |
| 520 | 3 | |a Abstract: "Touretzky and Hinton's DCPS (Distributed Connectionist Production System) is a neural network with complex dynamical properties. Visualization of the energy landscapes of some of its component modules leads to a better intuitive understanding of the model. Three visualization techniques are used in this paper. Analysis of the way energy landscapes change as modules interact during an annealing search suggests ways in which the search dynamics can be controlled, thereby improving the model's performance on difficult match cases." | |
| 650 | 4 | |a Neural circuitry | |
| 810 | 2 | |a Computer Science Department: CMU-CS |t Carnegie-Mellon University <Pittsburgh, Pa.> |v 89,113 |w (DE-604)BV006187264 |9 89,113 | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-005904510 | ||
Datensatz im Suchindex
| _version_ | 1804123281647730688 |
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| any_adam_object | |
| author | Touretzky, David S. |
| author_facet | Touretzky, David S. |
| author_role | aut |
| author_sort | Touretzky, David S. |
| author_variant | d s t ds dst |
| building | Verbundindex |
| bvnumber | BV008948782 |
| ctrlnum | (OCoLC)21183967 (DE-599)BVBBV008948782 |
| dewey-full | 510.7808 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 510 - Mathematics |
| dewey-raw | 510.7808 |
| dewey-search | 510.7808 |
| dewey-sort | 3510.7808 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Book |
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| id | DE-604.BV008948782 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T17:27:17Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-005904510 |
| oclc_num | 21183967 |
| open_access_boolean | |
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| owner_facet | DE-29T |
| physical | I, 43 S. |
| publishDate | 1989 |
| publishDateSearch | 1989 |
| publishDateSort | 1989 |
| record_format | marc |
| series2 | Carnegie-Mellon University <Pittsburgh, Pa.> / Computer Science Department: CMU-CS |
| spelling | Touretzky, David S. Verfasser aut Controlling search dynamics by manipulating energy landscapes Pittsburgh, Pa. 1989 I, 43 S. txt rdacontent n rdamedia nc rdacarrier Carnegie-Mellon University <Pittsburgh, Pa.> / Computer Science Department: CMU-CS 89,113 Abstract: "Touretzky and Hinton's DCPS (Distributed Connectionist Production System) is a neural network with complex dynamical properties. Visualization of the energy landscapes of some of its component modules leads to a better intuitive understanding of the model. Three visualization techniques are used in this paper. Analysis of the way energy landscapes change as modules interact during an annealing search suggests ways in which the search dynamics can be controlled, thereby improving the model's performance on difficult match cases." Neural circuitry Computer Science Department: CMU-CS Carnegie-Mellon University <Pittsburgh, Pa.> 89,113 (DE-604)BV006187264 89,113 |
| spellingShingle | Touretzky, David S. Controlling search dynamics by manipulating energy landscapes Neural circuitry |
| title | Controlling search dynamics by manipulating energy landscapes |
| title_auth | Controlling search dynamics by manipulating energy landscapes |
| title_exact_search | Controlling search dynamics by manipulating energy landscapes |
| title_full | Controlling search dynamics by manipulating energy landscapes |
| title_fullStr | Controlling search dynamics by manipulating energy landscapes |
| title_full_unstemmed | Controlling search dynamics by manipulating energy landscapes |
| title_short | Controlling search dynamics by manipulating energy landscapes |
| title_sort | controlling search dynamics by manipulating energy landscapes |
| topic | Neural circuitry |
| topic_facet | Neural circuitry |
| volume_link | (DE-604)BV006187264 |
| work_keys_str_mv | AT touretzkydavids controllingsearchdynamicsbymanipulatingenergylandscapes |