An Introduction to Hyperdimensional Computing for Robotics

Author:

Neubert PeerORCID,Schubert Stefan,Protzel Peter

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference38 articles.

1. Aggarwal CC, Hinneburg A, Keim DA (2001) On the surprising behavior of distance metrics in high dimensional space. In: Van den Bussche J, Vianu V (eds) Database theory—ICDT 2001. Springer, Berlin Heidelberg, Berlin, Heidelberg, pp 420–434

2. Ahmad S, Hawkins J (2015) Properties of sparse distributed representations and their application to hierarchical temporal memory. CoRR arxiv:abs/1503.07469

3. Bellman RE (1961) Adaptive Control Processes: A Guided Tour. MIT Press, Cambridge

4. Beyer K, Goldstein J, Ramakrishnan R, Shaft U (1999) When Is nearest neighbor meaningful? In: Beeri C, Buneman P (eds) Database theory—ICDT’99. Springer, Berlin Heidelberg, Berlin, Heidelberg, pp 217–235

5. Danihelka I, Wayne G, Uria B, Kalchbrenner N, Graves A (2016) Associative long short-term memory. In: Balcan MF, Weinberger KQ (eds) Proceedings of the 33rd international conference on machine learning, proceedings of machine learning research, vol 48. PMLR, New York, pp 1986–1994. http://proceedings.mlr.press/v48/danihelka16.html

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