Paper Citation Record · LEDGER

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition

As of 22 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2606.13379.

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

pith.paper-citation-record.v1
2606.13379 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T07:08:20.124645Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T07:08:20.124645Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T14:18:22.705489Z

Reference resolution

41 of 41 outbound references displayed

verified exact4
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74efa9e4-6955-4d35-9a51-cf578a6fea46 · outbound

This paper cites Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T14:18:22.706689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8624b2e2-e764-4194-b740-785242eb15d6 · outbound

This paper cites Memristors Memristors are physical circuit elements that change their resis- tance through the application of a sufficiently large voltage or an electric field [20].

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Memristors Memristors are physical circuit elements that change their resis- tance through the application of a sufficiently large voltage or an electric field [20]

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d541029e-bfd8-4837-9378-1275ae73beec · outbound

This paper cites We conduct the majority of our studies on LibriSpeech.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition We conduct the majority of our studies on LibriSpeech

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9253f5f2-9576-4d2c-a42a-4bdfed31fd69 · outbound

This paper cites For LibriSpeech, we use ARPA-phonemes from the provided lexicon as target labels.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition For LibriSpeech, we use ARPA-phonemes from the provided lexicon as target labels

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e219634c-a689-4f81-8c75-30c72753a68c · outbound

This paper cites Baseline For our first comparison, we run the pipeline for models with and without PEs.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Baseline For our first comparison, we run the pipeline for models with and without PEs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30f79dc9-a012-4e94-acfe-8088674b9048 · outbound

This paper cites We identified the encodings to require specific care, as they do not integrate into the memris- tor execution as smoothly as the rest of the network.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition We identified the encodings to require specific care, as they do not integrate into the memris- tor execution as smoothly as the rest of the network

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b359be7e-e208-4a68-9230-ccda03270cd0 · outbound

This paper cites Clusters4Future.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Clusters4Future

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d58fca56-a9e5-4de1-8f5a-601285fdf446 · outbound

This paper cites an unresolved cited work.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a9b8c19-ab5b-4f39-b698-2f40288d449e · outbound

This paper cites Relia- bility Aspects,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Relia- bility Aspects,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2c59a0-7441-494e-bb76-3ceb9f7b1f58 · outbound

This paper cites A compute-in-memory chip based on resistive random-access memory,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition A compute-in-memory chip based on resistive random-access memory,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac74817-69be-41a5-9ec9-86c741a33b82 · outbound

This paper cites Memristor-based hardware accelerators for artificial in- telligence,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Memristor-based hardware accelerators for artificial in- telligence,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4afb4e7d-61aa-4370-9ff4-ffe54943e8b6 · outbound

This paper cites High-density integration for RRAM-based computing-in-memory,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition High-density integration for RRAM-based computing-in-memory,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62a2252-a2f9-4082-8443-d1bdc6dc0f6f · outbound

This paper cites RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 387e2aba-ba42-45d4-b531-5508a8ffab9f · outbound

This paper cites Fusion of memristor and digital compute-in-memory processing for energy- efficient edge computing,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Fusion of memristor and digital compute-in-memory processing for energy- efficient edge computing,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30a6fe83-8029-47b5-b204-2ce9c8ec17d2 · outbound

This paper cites Neuromorphic Circuit Simulation with Memristors: Design and Evaluation Using MemTorch for MNIST and CIFAR.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Neuromorphic Circuit Simulation with Memristors: Design and Evaluation Using MemTorch for MNIST and CIFAR

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:18:22.711860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc5c3137-8001-4930-9502-46456866690e · outbound

This paper cites Running Conventional Automatic Speech Recogni- tion on Memristor Hardware: A Simulated Approach,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Running Conventional Automatic Speech Recogni- tion on Memristor Hardware: A Simulated Approach,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f81791a-5408-453d-90a0-a3e8da6c8e64 · outbound

This paper cites Attention is All you Need,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Attention is All you Need,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dffcc565-fa71-4706-a6f9-5b00f45a36c9 · outbound

This paper cites Self-Attention with Rela- tive Position Representations,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Self-Attention with Rela- tive Position Representations,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d733cc-c793-46d4-9eda-4c38d9acf124 · outbound

This paper cites Transformer-XL: Attentive Language Models beyond a Fixed-Length Context,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Transformer-XL: Attentive Language Models beyond a Fixed-Length Context,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57672016-e242-4386-a864-dd8c52dd1fb2 · outbound

This paper cites Conformer: Convolution-augmented Transformer for Speech Recognition,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Conformer: Convolution-augmented Transformer for Speech Recognition,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99dee6b3-3bc8-4e34-864a-dfcf6deb6d57 · outbound

This paper cites An Investigation of Positional Encoding in Transformer-based End-to-end Speech Recognition,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition An Investigation of Positional Encoding in Transformer-based End-to-end Speech Recognition,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa00cbb-f17d-4381-be75-efcaf9815286 · outbound

This paper cites A Transformer with Interleaved Self-attention and Convolution for Hybrid Acoustic Models.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition A Transformer with Interleaved Self-attention and Convolution for Hybrid Acoustic Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:18:22.714461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22739eed-d658-455b-b70c-4ff76ab1cad9 · outbound

This paper cites A Defect-Tolerant Reusable Network of DACs for Wafer-Scale Integration,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition A Defect-Tolerant Reusable Network of DACs for Wafer-Scale Integration,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c59503-caa8-4ea5-a4ae-b54da8dbc47e · outbound

This paper cites Synaptogen: A Cross- Domain Generative Device Model for Large-Scale Neuromorphic Circuit Design,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Synaptogen: A Cross- Domain Generative Device Model for Large-Scale Neuromorphic Circuit Design,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dcecf00-bd83-47c8-81d7-aede3a66dc84 · outbound

This paper cites Sisyphus, a workflow manager de- signed for machine translation and automatic speech recognition,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Sisyphus, a workflow manager de- signed for machine translation and automatic speech recognition,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2ef7a41-6dbf-4727-9919-8ceacb2f64cd · outbound

This paper cites Returnn: The RWTH extensible training framework for universal recurrent neural networks,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Returnn: The RWTH extensible training framework for universal recurrent neural networks,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 350cbc20-8198-4a85-8a68-e2d57cb1cdef · outbound

This paper cites RASR/NN: The RWTH neural network toolkit for speech recog- nition,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition RASR/NN: The RWTH neural network toolkit for speech recog- nition,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 876c6153-89c1-4022-a447-feee6fb6d4fb · outbound

This paper cites The missing memristor found,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition The missing memristor found,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57cfe193-9235-4370-b148-dadd90dea994 · outbound

This paper cites Analogue signal and image processing with large memristor crossbars,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Analogue signal and image processing with large memristor crossbars,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95447f18-0183-4897-b125-27af6d1e1f41 · outbound

This paper cites Intrinsic Bounds for Computing Precision in Memristor-Based Vector-by-Matrix Multipliers,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Intrinsic Bounds for Computing Precision in Memristor-Based Vector-by-Matrix Multipliers,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28a3b4ed-bbdd-4a9a-b036-923932d7a8ed · outbound

This paper cites Experimental Investi- gation of 4-kb RRAM Arrays Programming Conditions Suitable for TCAM,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Experimental Investi- gation of 4-kb RRAM Arrays Programming Conditions Suitable for TCAM,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c4071ab-c5db-4fd5-a64d-7816e00f5e80 · outbound

This paper cites MNIST handwritten digit database,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition MNIST handwritten digit database,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8f01533-dc9f-4f8f-97af-bcd2ac1043bb · outbound

This paper cites Learning Multiple Layers of Features from Tiny Images,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Learning Multiple Layers of Features from Tiny Images,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e8721ef-775a-49ee-a027-29951db6cd0a · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:18:22.716679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 64330173-5764-4aa5-9237-c648d720c458 · outbound

This paper cites Con- nectionist Temporal Classification: Labelling Unsegmented Se- quence Data with Recurrent Neural Networks,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Con- nectionist Temporal Classification: Labelling Unsegmented Se- quence Data with Recurrent Neural Networks,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05c48a3b-ae24-476f-8bf0-1032cbbd43d9 · outbound

This paper cites Lib- rispeech: An ASR Corpus Based on Public Domain Audio Books,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Lib- rispeech: An ASR Corpus Based on Public Domain Audio Books,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18891a50-efc0-4e2e-8fa2-f8c97dbe184c · outbound

This paper cites Neural Machine Trans- lation of Rare Words with Subword Units,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Neural Machine Trans- lation of Rare Words with Subword Units,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e93e06a-6273-40bb-b44e-53aa0f7ca472 · outbound

This paper cites KenLM: Faster and Smaller Language Model Queries,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition KenLM: Faster and Smaller Language Model Queries,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9c4dcea-0450-4016-92f1-df12cc30775e · outbound

This paper cites Supplementary Resources and Analysis for Auto- matic Speech Recognition Systems Trained on the Loquacious Dataset,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition Supplementary Resources and Analysis for Auto- matic Speech Recognition Systems Trained on the Loquacious Dataset,

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:18:22.709279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e8638916-3edb-4087-a2dc-b11fa5fdfc49 · outbound

This paper cites On the Variance of the Adaptive Learning Rate and Beyond,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition On the Variance of the Adaptive Learning Rate and Beyond,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b6c27d0-9db5-4ba2-ba98-2820f5c74197 · outbound

This paper cites SpecAugment: A Simple Data Augmenta- tion Method for Automatic Speech Recognition,.

Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition SpecAugment: A Simple Data Augmenta- tion Method for Automatic Speech Recognition,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-27T07:08:20.124645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 74efa9e4-6955-4d35-9a51-cf578a6fea46 · inbound