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- W4288095417 abstract "How we store information in our mind has been a major intriguing open question. We approach this question not from a physiological standpoint as to how information is physically stored in the brain, but from a conceptual and algorithm standpoint as to the right data structures to be used to organize and index information. Here we propose a memory architecture directly based on the recursive sketching ideas from the paper Recursive Sketches for Modular Deep Networks, ICML 2019 (arXiv:1905.12730), to store information in memory as concise sketches. We also give a high level, informal exposition of the recursive sketching idea from the paper that makes use of subspace embeddings to capture deep network computations into a concise sketch. These sketches form an implicit knowledge graph that can be used to find related information via sketches from the past while processing an event." @default.
- W4288095417 created "2022-07-28" @default.
- W4288095417 creator A5085651536 @default.
- W4288095417 date "2019-10-03" @default.
- W4288095417 modified "2023-09-24" @default.
- W4288095417 title "How does the Mind store Information?" @default.
- W4288095417 doi "https://doi.org/10.48550/arxiv.1910.06718" @default.
- W4288095417 hasPublicationYear "2019" @default.
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