The protein processor associative memory on a robotic hand-eye coordination task

Omer Qadir*, Jon Timmis, Gianluca Tempesti, Andy Tyrrell

*Awdur cyfatebol y gwaith hwn

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

Crynodeb

The PPAM is a hardware architecture for a robust, bidirectional and scalable hetero-associative memory. It is fundamentally different from the traditional processing methods which use arithmetic operations and consequently ALUs. In this paper, we present the results of applying the PPAM to a real-world robotics hand-eye coordination task. A comparison is performed with a nearest neighbour technique that was originally used to associate the same dataset. The number of memory load/store operations and the number of ALU operations for the nearest neighbour algorithm is compared with the corresponding PPAM which acheives the same association. It was determined that 29 conflict resolving nodes were required to fully store and recall the entire dataset and the maximum number of memory locations required in any node was 160, with the average and quartiles being much lower.

Iaith wreiddiolSaesneg
TeitlBio-Inspired Model of Network, Information, and Computing Systems - 6th International ICST Conference, BIONETICS 2011, Revised Selected Papers
CyhoeddwrSpringer Nature
Tudalennau29-43
Nifer y tudalennau15
ISBN (Argraffiad)9783642327100
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2012
Digwyddiad6th International ICST Conference on Bio-Inspired Model of Network, Information, and Computing Systems, BIONETICS 2011 - York, Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon
Hyd: 05 Rhag 201106 Rhag 2011

Cyfres gyhoeddiadau

EnwLecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering
Cyfrol103 LNICST
ISSN (Argraffiad)1867-8211

Cynhadledd

Cynhadledd6th International ICST Conference on Bio-Inspired Model of Network, Information, and Computing Systems, BIONETICS 2011
Gwlad/TiriogaethTeyrnas Unedig Prydain Fawr a Gogledd Iwerddon
DinasYork
Cyfnod05 Rhag 201106 Rhag 2011

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