Sentence examples for robustly stored from inspiring English sources

DNA is a format that has robustly stored data for 4bn years.

Building information and monitoring data are also robustly stored and managed throughout all stages of an urban deep excavation project.

3, we will design Hopfield networks that have all k-cliques on 2k (or (2k-2)) vertices as robustly stored memories.

In this note, we design a family of sparsely connected n-node Hopfield networks with (asymptotically, as (n toinfty)) {sim} frac{2^{sqrt{2n} + frac{1}{4}{}{n^{1/4} sqrt{pi}} (1) robustly stored fixed-point attractors by minimizing "probability flow" [14, 15].

As a practical matter, it is possible to use networks robustly storing k-cliques for detecting highly connected subgraphs with about k neighbors in large graphs.

Hopfield Platt networks storing all permutations will not robustly store derangements (permutations without fixed-points).

We prove the claim in the main text that Hopfield Platt networks [13] storing all permutations on ({1,ldots,k}) will not robustly store derangements (permutations without fixed-points).

We have thus also demonstrated: There is a family of Hopfield networks on (n = {2k choose 2}) nodes that robustly store ({2k choose k} simfrac{2^{sqrt{2n} + frac {1}{4}{}{n^{1/4} sqrt{pi}}) binary patterns with maximal robustness index (alpha= 1/2).

At last, we say that a sequence of Hopfield networks (mathcal{H}_{n}) robustly stores states (X_{n}) with robustness index (alpha> 0) if the following limit exists and equals the number α: lim_{varepsilon to0^ lim_{n toinfty} inf bigl{ alpha (X_{n},varepsilon ), alpha(X_{n+1},varepsilon ), ldots bigr} = alpha.

These data indicate that the particles are robustly stable when stored at room temperature for extended periods of time.

These sequences are then learnt and stored in memory units in an LTM architecture, which is able to continuously and robustly recognize the visual input stream.