Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893857928> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2893857928 abstract "Typical neural networks with external memory do not effectively separate capacity for episodic and working memory as is required for reasoning in humans. Applying knowledge gained from psychological studies, we designed a new model called Differentiable Working Memory (DWM) in order to specifically emulate human working memory. As it shows the same functional characteristics as working memory, it robustly learns psychology inspired tasks and converges faster than comparable state-of-the-art models. Moreover, the DWM model successfully generalizes to sequences two orders of magnitude longer than the ones used in training. Our in-depth analysis shows that the behavior of DWM is interpretable and that it learns to have fine control over memory, allowing it to retain, ignore or forget information based on its relevance." @default.
- W2893857928 created "2018-10-05" @default.
- W2893857928 creator A5023204485 @default.
- W2893857928 creator A5038437740 @default.
- W2893857928 creator A5064947748 @default.
- W2893857928 creator A5068645922 @default.
- W2893857928 creator A5071108364 @default.
- W2893857928 creator A5079632592 @default.
- W2893857928 creator A5080202677 @default.
- W2893857928 date "2018-09-28" @default.
- W2893857928 modified "2023-09-27" @default.
- W2893857928 title "Learning to Remember, Forget and Ignore using Attention Control in Memory." @default.
- W2893857928 cites W1522301498 @default.
- W2893857928 cites W1524319988 @default.
- W2893857928 cites W1964320082 @default.
- W2893857928 cites W1970035031 @default.
- W2893857928 cites W1984207618 @default.
- W2893857928 cites W2010526455 @default.
- W2893857928 cites W2023584795 @default.
- W2893857928 cites W2025264833 @default.
- W2893857928 cites W2066785847 @default.
- W2893857928 cites W2110485445 @default.
- W2893857928 cites W2151326602 @default.
- W2893857928 cites W2153715800 @default.
- W2893857928 cites W2164740960 @default.
- W2893857928 cites W2470713034 @default.
- W2893857928 cites W2555406938 @default.
- W2893857928 cites W2559446857 @default.
- W2893857928 cites W2583687993 @default.
- W2893857928 cites W2899771611 @default.
- W2893857928 cites W2950527759 @default.
- W2893857928 cites W2963773578 @default.
- W2893857928 cites W2552395171 @default.
- W2893857928 cites W2584341106 @default.
- W2893857928 hasPublicationYear "2018" @default.
- W2893857928 type Work @default.
- W2893857928 sameAs 2893857928 @default.
- W2893857928 citedByCount "1" @default.
- W2893857928 countsByYear W28938579282019 @default.
- W2893857928 crossrefType "posted-content" @default.
- W2893857928 hasAuthorship W2893857928A5023204485 @default.
- W2893857928 hasAuthorship W2893857928A5038437740 @default.
- W2893857928 hasAuthorship W2893857928A5064947748 @default.
- W2893857928 hasAuthorship W2893857928A5068645922 @default.
- W2893857928 hasAuthorship W2893857928A5071108364 @default.
- W2893857928 hasAuthorship W2893857928A5079632592 @default.
- W2893857928 hasAuthorship W2893857928A5080202677 @default.
- W2893857928 hasConcept C154945302 @default.
- W2893857928 hasConcept C15744967 @default.
- W2893857928 hasConcept C158154518 @default.
- W2893857928 hasConcept C169760540 @default.
- W2893857928 hasConcept C169900460 @default.
- W2893857928 hasConcept C17744445 @default.
- W2893857928 hasConcept C180747234 @default.
- W2893857928 hasConcept C188147891 @default.
- W2893857928 hasConcept C199539241 @default.
- W2893857928 hasConcept C21963081 @default.
- W2893857928 hasConcept C2775924081 @default.
- W2893857928 hasConcept C41008148 @default.
- W2893857928 hasConcept C88576662 @default.
- W2893857928 hasConceptScore W2893857928C154945302 @default.
- W2893857928 hasConceptScore W2893857928C15744967 @default.
- W2893857928 hasConceptScore W2893857928C158154518 @default.
- W2893857928 hasConceptScore W2893857928C169760540 @default.
- W2893857928 hasConceptScore W2893857928C169900460 @default.
- W2893857928 hasConceptScore W2893857928C17744445 @default.
- W2893857928 hasConceptScore W2893857928C180747234 @default.
- W2893857928 hasConceptScore W2893857928C188147891 @default.
- W2893857928 hasConceptScore W2893857928C199539241 @default.
- W2893857928 hasConceptScore W2893857928C21963081 @default.
- W2893857928 hasConceptScore W2893857928C2775924081 @default.
- W2893857928 hasConceptScore W2893857928C41008148 @default.
- W2893857928 hasConceptScore W2893857928C88576662 @default.
- W2893857928 hasLocation W28938579281 @default.
- W2893857928 hasOpenAccess W2893857928 @default.
- W2893857928 hasPrimaryLocation W28938579281 @default.
- W2893857928 hasRelatedWork W179293667 @default.
- W2893857928 hasRelatedWork W2211729040 @default.
- W2893857928 hasRelatedWork W2260673025 @default.
- W2893857928 hasRelatedWork W2400680200 @default.
- W2893857928 hasRelatedWork W2466009625 @default.
- W2893857928 hasRelatedWork W2545625743 @default.
- W2893857928 hasRelatedWork W2591866828 @default.
- W2893857928 hasRelatedWork W2608101316 @default.
- W2893857928 hasRelatedWork W2755728112 @default.
- W2893857928 hasRelatedWork W2787841449 @default.
- W2893857928 hasRelatedWork W2798714398 @default.
- W2893857928 hasRelatedWork W2905255147 @default.
- W2893857928 hasRelatedWork W2910828319 @default.
- W2893857928 hasRelatedWork W2952191002 @default.
- W2893857928 hasRelatedWork W2952556884 @default.
- W2893857928 hasRelatedWork W2996071789 @default.
- W2893857928 hasRelatedWork W3045100618 @default.
- W2893857928 hasRelatedWork W3089055659 @default.
- W2893857928 hasRelatedWork W88152431 @default.
- W2893857928 hasRelatedWork W2584341106 @default.
- W2893857928 isParatext "false" @default.
- W2893857928 isRetracted "false" @default.
- W2893857928 magId "2893857928" @default.
- W2893857928 workType "article" @default.