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Jeannine-Marie St. Jacques

dblp:70/4460 · DBLP profile ↗
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1ranked-venue papers
0as first author
0since 2021 · last 1985
0000-0002-4416-2293ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Theory of computation · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
1 paper
Information theory · 100%

Topics — the 1 heaviest of 1, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Information theory › channel capacity › capacity analysis
information capacity		 0.011985
Information capacity of the Hopfield model · IEEE Trans. Inf. Theory 1985

Methods — techniques the papers use, named apart from their topics

statistical mechanics analysis · 0.0
YearPublicationVenuePosition
1985 Information capacity of the Hopfield model
abstract
The information capacity of general forms of memory is formalized. The number of bits of information that can be stored in the Hopfield model of associative memory is estimated. It is found that the asymptotic information capacity of a Hopfield network ofNneurons is of the orderN^{3}b. The number of arbitrary state vectors that can be made stable in a Hopfield network ofNneurons is proved to be bounded above byN.
Yaser S. Abu-Mostafa, Jeannine-Marie St. Jacques
 IEEE Trans. Inf. Theory2