Sparse distributed memory: Difference between revisions

Revision as of 18:21, 10 November 2022

Revision as of 18:32, 10 November 2022

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==Implementation==

* C Binary Vector Symbols (CBVS): includes SDM implementation in [[C (programming language)|C]] as a part of [[vector symbolic architecture]]<ref>{{cite journal|doi=10.1016/j.bica.2014.11.015|title=Vector space architecture for emergent interoperability of systems by learning from demonstration|journal=Biologically Inspired Cognitive Architectures|volume=11|pages=53–64|year=2015|last1=Emruli|first1=Blerim|last2=Sandin|first2=Fredrik|last3=Delsing|first3=Jerker}}</ref> developed by EISLAB at [[Luleå University of Technology]]: http://pendicular.net/cbvs.php<ref>{{cite journal | last1 = Emruli | first1 = Blerim | last2 = Sandin | first2 = Fredrik | year = 2014 | title = Analogical mapping with sparse distributed memory: A simple model that learns to generalize from examples | url = http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-14994| journal = Cognitive Computation | volume = 6 | issue = 1| pages = 74–88 | doi=10.1007/s12559-013-9206-3| s2cid = 12139021 }}</ref>

* CommonSense ToolKit (CSTK) for realtime sensor data processing developed at the [[Lancaster University]] includes implementation of SDM in [[C++]]: http://cstk.sourceforge.net/<ref>Berchtold, Martin. [https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.421.768&rep=rep1&type=pdf "Processing Sensor Data with the Common Sense Toolkit (CSTK)."] *(2005).</ref>

*[[Julia (programming language)|Julia]] implementation by [[Brian Hayes (scientist)|Brian Hayes]]: https://github.com/bit-player/sdm-julia <ref>The Mind Wanders by B. Hayes, 2018. url: http://bit-player.org/2018/the-mind-wanders</ref>

* [[LIDA (cognitive architecture)|Learning Intelligent Distribution Agent (LIDA)]] developed by [[Stan Franklin]]'s lab at the [[University of Memphis]] includes implementation of SDM in [[Java (programming language)|Java]]: http://ccrg.cs.memphis.edu/framework.html

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* [[Python (programming language)|Python]] and [[OpenCL]] implementation: https://github.com/msbrogli/sdm-framework<ref name="PMC4009432"/>

* [[APL (programming language)|APL]] implementation<ref>{{cite journal|doi=10.1145/144052.144142|title=WSDM: Weighted sparse distributed memory prototype expressed in APL|journal=ACM SIGAPL APL Quote Quad|volume=23|pages=235–242|year=1992|last1=Surkan|first1=Alvin J.}}</ref>

* [[LISP]] implementation for the [[Connection Machine]]<ref>Turk, Andreas, and Günther Görz. [https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.47.3163&rep=rep1&type=pdf "Kanerva's sparse distributed memory: an object-oriented implementation on the connection machine."] IJCAI. 1995.</ref>

* [[FPGA]] implementation<ref>{{cite journal | last1 = Silva | last2 = Tadeu Pinheiro | first2 = Marcus | last3 = Pádua Braga | first3 = Antônio | last4 = Soares Lacerda | first4 = Wilian | year = 2004 | title = Reconfigurable co-processor for kanerva's sparse distributed memory | url = https://www.researchgate.net/publication/220055514 | format = PDF | journal = Microprocessors and Microsystems | volume = 28 | issue = 3| pages = 127–134 | doi = 10.1016/j.micpro.2004.01.003 }}</ref>

* The original hardware implementation developed by [[NASA]]<ref name="flynn89"/>