Massively Parallel Analog Computing: Ariadne's Thread Was Made of Memristors

Vourkas, Ioannis; Stathis, Dimitrios; Sirakoulis, Georgios Ch.

Abstract

This paper explores memristive grids where emergent computation arises through collective device interactions. Computing effciency of the grids is studied in several scenarios and new composite memristive structures are utilized in shortest path and maze-solving computations. The dependence of the computing medium behavior on the symmetry of both the underlying geometry and the employed devices, is validated through SPICE-level circuit simulations, which highlight important computing ineffciencies. Particular circuit-models of memristive connections enable precise mapping of the target application on the computing medium. Extraordinary functionalities emerge when novel memristive computing components, comprising different electrical characteristics from their structural elements, are introduced in the grid. Applying assisted-computation, by incorporating the concept of Ariadne's thread, leaded to better computing results, which could find application in routing and path computing problems.

Más información

Título según WOS: ID WOS:000426707300014 Not found in local WOS DB
Título de la Revista: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
Volumen: 6
Número: 1
Editorial: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Fecha de publicación: 2018
Página de inicio: 145
Página final: 155
DOI:

10.1109/TETC.2015.2420353

Notas: ISI