Paper Citation Record · LEDGER

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing

As of 16 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2501.02715.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.02715 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:12:24.878398Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6395eb62-d3d8-45c5-8107-cff1f3010cf8 · outbound

This paper cites Computing arithmetic functions using stochastic logic by series expansion,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Computing arithmetic functions using stochastic logic by series expansion,

Reference 1

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Observation 40699a54-ac11-47bd-b562-d10590c3f3b5 · outbound

This paper cites Polynomial computation using unipolar stochastic logic and correlation technique,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Polynomial computation using unipolar stochastic logic and correlation technique,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:30.979262Z

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Observation bdbd8702-a1a7-4a53-8313-ae72a041611c · outbound

This paper cites Lehdc: Learning-based hyperdi- mensional computing classifier,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Lehdc: Learning-based hyperdi- mensional computing classifier,

Reference 3

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Observation 6f578e7c-5f09-4eb9-8722-7e1228a9793e · outbound

This paper cites Onlinehd: Robust, efficient, and single-pass online learning using hyperdimensional system,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Onlinehd: Robust, efficient, and single-pass online learning using hyperdimensional system,

Reference 4

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Observation ff839823-2bc1-4e0a-90d1-a213937c068b · outbound

This paper cites Cascadehd: Efficient many-class learning framework using hyperdimensional computing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Cascadehd: Efficient many-class learning framework using hyperdimensional computing,

Reference 5

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Observation 620d3e44-660a-4176-b64c-67ffd3e85f9c · outbound

This paper cites Word2hypervec: From word embeddings to hypervectors for hyperdimensional comput- ing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Word2hypervec: From word embeddings to hypervectors for hyperdimensional comput- ing,

Reference 6

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Observation b8c9336a-c16c-4caf-9459-53b1d74b4792 · outbound

This paper cites Pseudorandomness,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Pseudorandomness,

Reference 7

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Observation 323fea68-1066-40b8-be51-926b54ad49f0 · outbound

This paper cites Chazelle, The Discrepancy Method: Randomness and Complexity.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Chazelle, The Discrepancy Method: Randomness and Complexity

Reference 8

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Observation f0692459-5ee4-4d55-a6ea-05341349bc85 · outbound

This paper cites On the discrepancy of (0,1)-sequences,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing On the discrepancy of (0,1)-sequences,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:30.144910Z

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Observation 06003081-6d7c-49a8-869a-e07a9a9f7517 · outbound

This paper cites Exploiting correlation in stochastic circuit design,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Exploiting correlation in stochastic circuit design,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:30.001362Z

Source-reported events for the cited work

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Observation ba42ff8c-eb5e-42f2-95ac-f4ed165dc295 · outbound

This paper cites Learning from hypervectors: A survey on hypervector encoding,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Learning from hypervectors: A survey on hypervector encoding,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:29.844751Z

Source-reported events for the cited work

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Observation 72d55097-8605-4949-9c55-4338e8cd05af · outbound

This paper cites A computing-in- memory-based one-class hyperdimensional computing model for outlier detection,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing A computing-in- memory-based one-class hyperdimensional computing model for outlier detection,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:29.673832Z

Source-reported events for the cited work

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Observation 41d063b9-a2f6-4df6-865a-863ec240de4b · outbound

This paper cites Accurate and energy-efficient stochastic computing with Van Der Corput sequences,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Accurate and energy-efficient stochastic computing with Van Der Corput sequences,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:29.544739Z

Source-reported events for the cited work

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Observation 697d0aba-1123-4dfa-ae85-3cf94655e149 · outbound

This paper cites From multipliers to integrators: A survey of stochastic computing primitives,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing From multipliers to integrators: A survey of stochastic computing primitives,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:29.374823Z

Source-reported events for the cited work

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Observation f733babb-756c-46da-8cc3-583f2643207e · outbound

This paper cites Agile simulation of stochastic computing image processing with contingency tables,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Agile simulation of stochastic computing image processing with contingency tables,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:29.224896Z

Source-reported events for the cited work

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Observation fc6fe5c4-5f8f-4413-8206-fae2b35f96e5 · outbound

This paper cites Toward energy-efficient stochastic circuits using parallel sobol sequences,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Toward energy-efficient stochastic circuits using parallel sobol sequences,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:29.054745Z

Source-reported events for the cited work

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Observation f50422ca-9090-4b92-8927-76ef988863a5 · outbound

This paper cites Performing stochastic computation deterministically,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Performing stochastic computation deterministically,

Reference 17

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Source-reported events for the cited work

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Observation 66f37dac-88f4-47b7-a61c-234b9c0763c2 · outbound

This paper cites Low-cost sorting network circuits using unary processing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Low-cost sorting network circuits using unary processing,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:28.714834Z

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Observation 8b307190-145a-41c6-81d6-624c03e125b6 · outbound

This paper cites Ugemm: Unary computing architecture for gemm applications,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Ugemm: Unary computing architecture for gemm applications,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:28.544744Z

Source-reported events for the cited work

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Observation c313af7c-bfa5-4665-8db6-7102df344ce3 · outbound

This paper cites Fully distributed representation,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Fully distributed representation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:28.424755Z

Source-reported events for the cited work

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Observation 596dbfde-af5d-47b4-9331-80ef8fdc30ae · outbound

This paper cites A survey on hyperdimensional computing aka vector symbolic architectures, part i: Models and data transformations,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing A survey on hyperdimensional computing aka vector symbolic architectures, part i: Models and data transformations,

Reference 21

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Source-reported events for the cited work

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Observation 4f1f60e6-6662-4442-a205-c56419002c65 · outbound

This paper cites Classification using hyperdimensional com- puting: A review,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Classification using hyperdimensional com- puting: A review,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:28.284860Z

Source-reported events for the cited work

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Observation 2d27c45d-1296-4d26-8d7b-33d32df37e10 · outbound

This paper cites A linear-time, optimization-free, and edge device-compatible hypervector encoding,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing A linear-time, optimization-free, and edge device-compatible hypervector encoding,

Reference 23

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Source-reported events for the cited work

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Observation f562b9ac-1d8b-4b09-858f-2b1a66adcabf · outbound

This paper cites P2LSG: Powers-of-2 low-discrepancy sequence generator for stochastic comput- ing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing P2LSG: Powers-of-2 low-discrepancy sequence generator for stochastic comput- ing,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:28.000584Z

Source-reported events for the cited work

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Observation 35369c68-d656-4837-a83e-a6fc1136a4c5 · outbound

This paper cites Late breaking results: TriSC: Low-cost design of trigonometric functions with quasi stochastic computing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Late breaking results: TriSC: Low-cost design of trigonometric functions with quasi stochastic computing,

Reference 25

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Observation bc7c23da-32e8-4b02-9037-d994402c55aa · outbound

This paper cites Ultra low- cost trigonometric functions design in stochastic computing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Ultra low- cost trigonometric functions design in stochastic computing,

Reference 26

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Source-reported events for the cited work

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Observation ef94ffc8-579d-4eaf-ae3c-44c2a73bf7ed · outbound

This paper cites Design of division circuits for stochastic computing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Design of division circuits for stochastic computing,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:27.705085Z

Source-reported events for the cited work

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Observation 8c6275e4-52bf-40d2-af68-4dbd090b634f · outbound

This paper cites Low-cost and highly-efficient bit-stream generator for stochastic computing division,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Low-cost and highly-efficient bit-stream generator for stochastic computing division,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:27.572503Z

Source-reported events for the cited work

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Observation 7990fb4f-6293-4a96-9bd8-0062fffd397b · outbound

This paper cites EFFICIENT BIT-STREAM GENERATOR FOR ACCURATE STOCHASTIC COM- PUTING DIVISION,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing EFFICIENT BIT-STREAM GENERATOR FOR ACCURATE STOCHASTIC COM- PUTING DIVISION,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:27.464839Z

Source-reported events for the cited work

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Observation 642b3e91-1786-44eb-b43f-a9d76ee1a6e7 · outbound

This paper cites No-multiplication deter- ministic hyperdimensional encoding for resource-constrained devices,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing No-multiplication deter- ministic hyperdimensional encoding for resource-constrained devices,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:27.329546Z

Source-reported events for the cited work

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Observation 49389739-54a0-4604-91ab-a4ee3bf4d4f9 · outbound

This paper cites METHOD FOR IMPROVED HYPERVECTOR ENCODING,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing METHOD FOR IMPROVED HYPERVECTOR ENCODING,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:27.192118Z

Source-reported events for the cited work

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Observation 469dbf27-9d22-4e8d-9cd3-c807a4da4b37 · outbound

This paper cites METHOD AND AR- CHITECTURE FOR ENCODING IMAGE DATA IN HYPERDIMEN- SIONAL COMPUTING SYSTEMS,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing METHOD AND AR- CHITECTURE FOR ENCODING IMAGE DATA IN HYPERDIMEN- SIONAL COMPUTING SYSTEMS,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:27.034517Z

Source-reported events for the cited work

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Observation b0955697-4605-4f03-9100-89afaf77bca9 · outbound

This paper cites uHD: Unary processing for lightweight and dynamic hyperdimensional computing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing uHD: Unary processing for lightweight and dynamic hyperdimensional computing,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:26.884766Z

Source-reported events for the cited work

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Observation 12645bb6-965e-4200-bef4-d5cbfa9da00b · outbound

This paper cites LIGHTWEIGHT UNARY ENCODER FOR EFFICIENT HYPERDIMENSIONAL COM- PUTING,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing LIGHTWEIGHT UNARY ENCODER FOR EFFICIENT HYPERDIMENSIONAL COM- PUTING,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:26.734770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 94dd76e4-26a3-4a15-86c4-7ace232ec992 · outbound

This paper cites All you need is unary: End-to-end unary bit-stream processing in hyperdimen- sional computing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing All you need is unary: End-to-end unary bit-stream processing in hyperdimen- sional computing,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:26.573745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fa3ad034-7c45-4cfe-b5e3-f61ec3448610 · outbound

This paper cites A programmable hyper-dimensional processor architecture for human- centric iot,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing A programmable hyper-dimensional processor architecture for human- centric iot,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:26.451715Z

Source-reported events for the cited work

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Observation f621ec33-19e6-481d-86e0-c087c22901bc · outbound

This paper cites Hyper- dimensional computing challenges and opportunities for ai applications,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Hyper- dimensional computing challenges and opportunities for ai applications,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:26.294755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3ef7a65d-b560-46b1-a118-cf98e9c96040 · outbound

This paper cites Fl-hdc: Hyperdimensional computing design for the application of federated learning,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Fl-hdc: Hyperdimensional computing design for the application of federated learning,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:26.127096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e649846d-12cd-457d-bd94-0fd8471147cf · outbound

This paper cites Quanthd: A quantization framework for hyperdimen- sional computing,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Quanthd: A quantization framework for hyperdimen- sional computing,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:26.031963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b261582d-a8a2-4b62-aaf5-2be3584fd19c · outbound

This paper cites A Brain-Inspired Low-Dimensional Computing Classifier for Inference on Tiny Devices.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing A Brain-Inspired Low-Dimensional Computing Classifier for Inference on Tiny Devices

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:12:25.165357Z

Source-reported events for the cited work

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Observation ac44e0e8-beaa-4237-a36a-a9ea80a76625 · outbound

This paper cites Cyrus: A drl-based puncturing solution to urllc/embb multiplexing in o-ran,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Cyrus: A drl-based puncturing solution to urllc/embb multiplexing in o-ran,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:25.873364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d925999e-2f0e-43ec-bd20-f82b168860e7 · outbound

This paper cites Medmnist v2 - a large-scale lightweight benchmark for 2d and 3d biomedical image classification,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Medmnist v2 - a large-scale lightweight benchmark for 2d and 3d biomedical image classification,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T22:12:24.843577Z

Source-reported events for the cited work

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Observation c3c78251-26bd-40d6-bb38-80073742a286 · outbound

This paper cites Sobol sequence optimization for hardware-efficient vector symbolic architectures,.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Sobol sequence optimization for hardware-efficient vector symbolic architectures,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:12:25.764883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 99ec5469-4f60-4a53-bfeb-55a78a6e8ea0 · outbound

This paper cites Available: https://doi.org/10.1145/3611315.3633265.

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing Available: https://doi.org/10.1145/3611315.3633265

Reference 2024

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T22:12:25.650314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.