A Feature Selection Approach for Emulating the Structure of Mental Representations

Tscherepanow M, Kortkamp M, Kühnel S, Helbach J, Schütz C, Schack T (2011)
In: Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings. Lu B-L, Zhang L, Kwok J (Eds); Lecture Notes in Computer Science, 7064. Springer: 639-648.

Download
OA
Konferenzbeitrag | Veröffentlicht | Englisch
Herausgeber
; ;
Abstract / Bemerkung
In order to develop artificial agents operating in complex ever-changing environments, advanced technical memory systems are required. At this juncture, two central questions are which information needs to be stored and how it is represented. On the other hand, cognitive psychology provides methods to measure the structure of mental representations in humans. But the nature and the characteristics of the underlying representations are largely unknown. We propose to use feature selection methods to determine adequate technical features for approximating the structure of mental representations found in humans. Although this approach does not allow for drawing conclusions transferable to humans, it constitutes an excellent basis for creating technical equivalents of mental representations.
Erscheinungsjahr
Titel des Konferenzbandes
Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings
Seite
639-648
Konferenz
18th International Conference on Neural Information Processing (ICONIP 2011)
Konferenzort
Shanghai, China
Konferenzdatum
2011-11-13 – 2011-11-17
PUB-ID

Zitieren

Tscherepanow M, Kortkamp M, Kühnel S, Helbach J, Schütz C, Schack T. A Feature Selection Approach for Emulating the Structure of Mental Representations. In: Lu B-L, Zhang L, Kwok J, eds. Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings. Lecture Notes in Computer Science, 7064. Springer; 2011: 639-648.
Tscherepanow, M., Kortkamp, M., Kühnel, S., Helbach, J., Schütz, C., & Schack, T. (2011). A Feature Selection Approach for Emulating the Structure of Mental Representations. In B. - L. Lu, L. Zhang, & J. Kwok (Eds.), Lecture Notes in Computer Science, 7064. Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings (pp. 639-648). Springer. doi:10.1007/978-3-642-24965-5_72
Tscherepanow, M., Kortkamp, M., Kühnel, S., Helbach, J., Schütz, C., and Schack, T. (2011). “A Feature Selection Approach for Emulating the Structure of Mental Representations” in Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings, Lu, B. - L., Zhang, L., and Kwok, J. eds. Lecture Notes in Computer Science, 7064 (Springer), 639-648.
Tscherepanow, M., et al., 2011. A Feature Selection Approach for Emulating the Structure of Mental Representations. In B. - L. Lu, L. Zhang, & J. Kwok, eds. Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings. Lecture Notes in Computer Science, 7064. Springer, pp. 639-648.
M. Tscherepanow, et al., “A Feature Selection Approach for Emulating the Structure of Mental Representations”, Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings, B.-L. Lu, L. Zhang, and J. Kwok, eds., Lecture Notes in Computer Science, 7064, Springer, 2011, pp.639-648.
Tscherepanow, M., Kortkamp, M., Kühnel, S., Helbach, J., Schütz, C., Schack, T.: A Feature Selection Approach for Emulating the Structure of Mental Representations. In: Lu, B.-L., Zhang, L., and Kwok, J. (eds.) Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings. Lecture Notes in Computer Science, 7064. p. 639-648. Springer (2011).
Tscherepanow, Marko, Kortkamp, Marco, Kühnel, Sina, Helbach, Jonathan, Schütz, Christoph, and Schack, Thomas. “A Feature Selection Approach for Emulating the Structure of Mental Representations”. Neural information processing : 18th international conference, ICONIP 2011, Shanghai, China, November 13-17, 2011; proceedings. Ed. Bao-Liang Lu, Liqing Zhang, and James Kwok. Springer, 2011. Lecture Notes in Computer Science, 7064. 639-648.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Copyright Statement:
This Item is protected by copyright and/or related rights. [...]
Volltext(e)
Access Level
OA Open Access
Zuletzt Hochgeladen
2012-06-18T15:50:29Z

Link(s) zu Volltext(en)
Access Level
Restricted Closed Access

Export

Markieren/ Markierung löschen
Markierte Publikationen

Open Data PUB

Suchen in

Google Scholar
ISBN Suche