WO2025017536 - INTEGRATED DENOISING NEURAL NETWORK FOR HIGH DENSITY MEMORY

National phase entry:
Publication Number WO/2025/017536
Publication Date 23.01.2025
International Application No. PCT/IB2024/057047
International Filing Date 19.07.2024
Title **
[English] INTEGRATED DENOISING NEURAL NETWORK FOR HIGH DENSITY MEMORY
[French] RÉSEAU NEURONAL DE DÉBRUITAGE INTÉGRÉ POUR MÉMOIRE HAUTE DENSITÉ
Applicants **
TAALAS INC.
Inventors
BAJIC, Ljubisa
Priority Data
63/527,825   20.07.2023   US
63/546,922   01.11.2023   US
18/775,368   17.07.2024   US
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Quotation for National Phase entry

Country StagesTotal
China Filing, Examination, Granting2560
EPO Filing, Examination, Granting16572
Japan Filing, Examination, Granting2450
South Korea Filing, Examination, Granting2768
USA Filing, Examination, Granting5540
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Total: 29,890

The term for entry into the National Phase has expired. This quotation is for informational purposes only

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Abstract[English] Methods and systems which involve computer memories are disclosed herein. A memory in accordance with this disclosure can be a multi-value memory in which each storage element of the memory can store multiple values as opposed to a standard binary storage element. The memory can include a decoder neural network and an encoder neural network to denoise the values in the memory. Various approaches disclosed herein overcome design constraints that would otherwise limit the density of such a memory.[French] L'invention concerne des procédés et des systèmes qui impliquent des mémoires informatiques. Une mémoire selon la présente divulgation peut être une mémoire à valeurs multiples dans laquelle chaque élément de stockage de la mémoire peut stocker de multiples valeurs par opposition à un élément de stockage binaire standard. La mémoire peut comprendre un réseau neuronal décodeur et un réseau neuronal codeur pour débruiter les valeurs dans la mémoire. Diverses approches divulguées ici surmontent des contraintes de conception qui limiteraient autrement la densité d'une telle mémoire.

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