Recursive Threshold Logic-A Bioinspired Reconfigurable Dynamic Logic System With Crossbar Arrays.
Journal
IEEE transactions on biomedical circuits and systems
ISSN: 1940-9990
Titre abrégé: IEEE Trans Biomed Circuits Syst
Pays: United States
ID NLM: 101312520
Informations de publication
Date de publication:
12 2020
12 2020
Historique:
pubmed:
30
9
2020
medline:
24
8
2021
entrez:
29
9
2020
Statut:
ppublish
Résumé
The neuron behavioral models are inspired by the principle of the firing of neurons, and weighted accumulation of charge for a given set of input stimuli. Biological neurons show dynamic behavior through its feedback and feedforward time-dependent responses. The principle of the firing of neurons inspires threshold logic design by applying threshold functions on the weight summation of inputs. In this article, we present a recursive threshold logic unit that uses the output feedback from standard threshold logic gates to emulate Boolean expressions in a time-sequenced manner. The Boolean expression is implemented with an analog resistive divider in memristive crossbars and a hard-threshold function designed with CMOS comparator for realizing the sums (OR) and products (AND) operators. The method benefits from reliable programming of the memristors in 1T1R crossbar configuration to suppress sneak path currents and thus enable larger crossbar sizes, which in turn allow a higher number of Boolean inputs. The reference threshold voltage for the decision comparators is tuned to implement AND and OR logic. The threshold value range is limited by the number of inputs to the crossbar. Simultaneously, the resistance of the memristors is kept constant at R
Identifiants
pubmed: 32991290
doi: 10.1109/TBCAS.2020.3027554
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM