Paper Citation Record · LEDGER

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory

As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2607.21731.

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

pith.paper-citation-record.v1
2607.21731 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:59:55.220675Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

50 of 50 outbound references displayed

verified exact0
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e58bcec-32a9-4040-a1da-47d408b688bf · outbound

This paper cites A scalable processing- in-memory accelerator for parallel graph processing,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory A scalable processing- in-memory accelerator for parallel graph processing,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:49.988229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f49d5338-d941-425d-8e9a-bbd91ca55d99 · outbound

This paper cites The fifth pascal recognizing textual entailment challenge.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory The fifth pascal recognizing textual entailment challenge

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.058877Z

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Observation 54928abd-5424-4bd1-a9a7-5ea35edb4c25 · outbound

This paper cites Google workloads for consumer devices: Mitigating data movement bottle- necks,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Google workloads for consumer devices: Mitigating data movement bottle- necks,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.176222Z

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Observation a4088781-b1a9-4108-9881-58be4cd2141c · outbound

This paper cites In-memory transformer self-attention mechanism using passive mem- ristor crossbar,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory In-memory transformer self-attention mechanism using passive mem- ristor crossbar,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.267315Z

Source-reported events for the cited work

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Observation b69a36fd-bccb-46b7-b89c-0e068cad05f4 · outbound

This paper cites SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.379794Z

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Observation e7f193cb-8143-450d-ae3d-2497fbeb55e2 · outbound

This paper cites A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.472374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6e35488-2a94-4d39-b3f2-c4b38237172a · outbound

This paper cites Gemini 2 models,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Gemini 2 models,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.497037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd9c8a1-20f5-47a5-8dde-5eea234660fe · outbound

This paper cites LongNet: Scaling Transformers to 1,000,000,000 Tokens.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory LongNet: Scaling Transformers to 1,000,000,000 Tokens

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.579006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a47cc28c-a107-44b7-906e-af0b8a0bdef0 · outbound

This paper cites Haima: A hybrid sram and dram accelerator-in-memory architecture for transformer,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Haima: A hybrid sram and dram accelerator-in-memory architecture for transformer,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.690012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a47b8ea-8b46-459d-b6a1-bc7e22b1bb18 · outbound

This paper cites Automatically constructing a corpus of sen- tential paraphrases,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Automatically constructing a corpus of sen- tential paraphrases,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.777751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef158035-c7fb-4406-a485-0207d9656284 · outbound

This paper cites The Llama 3 Herd of Models.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:50.905943Z

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Observation 49890c0a-e7d4-4deb-b4eb-6d9fe96b1a9e · outbound

This paper cites Processing-in-memory: A workload-driven perspective,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Processing-in-memory: A workload-driven perspective,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.024747Z

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Observation 00baa8d2-1a79-49ae-9b86-b8f725512dc9 · outbound

This paper cites SAL-PIM: A Subarray-level Processing-in-Memory Architecture with LUT-based Linear Interpolation for Transformer-based Text Generation.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory SAL-PIM: A Subarray-level Processing-in-Memory Architecture with LUT-based Linear Interpolation for Transformer-based Text Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.122545Z

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Observation cece9b5f-d723-4aa0-a280-0af920835e68 · outbound

This paper cites Neupims: Npu-pim heterogeneous acceleration for batched llm inferencing,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Neupims: Npu-pim heterogeneous acceleration for batched llm inferencing,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.243899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 746124be-e2f0-4d8c-9150-8c2d77111e8e · outbound

This paper cites Efficient Attentions for Long Document Summarization.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Efficient Attentions for Long Document Summarization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.397427Z

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Unavailable: canonical work link unavailable.

Observation bac181e8-964f-423a-8f18-8b8cf5d96f2b · outbound

This paper cites Hbm (high bandwidth memory) dram technology and architecture,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Hbm (high bandwidth memory) dram technology and architecture,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.509406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f40502-e991-4943-b1ed-a47531a1f178 · outbound

This paper cites Performance evaluation of high bandwidth memory for hpc workloads,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Performance evaluation of high bandwidth memory for hpc workloads,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.626030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19459676-8a96-4e48-9553-bba70b1bd9bf · outbound

This paper cites A framework for accelerating transformer-based language model on reram-based architecture,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory A framework for accelerating transformer-based language model on reram-based architecture,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.735181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 378feb4d-5fc9-4a66-90dd-b36ecd757b39 · outbound

This paper cites Introduction to pytorch,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Introduction to pytorch,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.812041Z

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Unavailable: canonical work link unavailable.

Observation 2107b565-0ec3-41fe-821f-66fb21371d5b · outbound

This paper cites Ramulator: A fast and extensible dram simulator,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Ramulator: A fast and extensible dram simulator,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:51.894035Z

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Unavailable: canonical work link unavailable.

Observation 51a0e0a2-b43a-4dd3-a2ce-769e146aba4d · outbound

This paper cites 25.4 a 20nm 6gb function-in-memory dram, based on hbm2 with a 1.2 tflops pro- grammable computing unit using bank-level parallelism, for machine learning applications,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory 25.4 a 20nm 6gb function-in-memory dram, based on hbm2 with a 1.2 tflops pro- grammable computing unit using bank-level parallelism, for machine learning applications,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:52.090547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff57191c-e1ff-4368-9aea-aba15f26e60d · outbound

This paper cites In-memory com- puting based accelerator for transformer networks for long sequences,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory In-memory com- puting based accelerator for transformer networks for long sequences,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:52.217459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b94c681-dac7-4ca2-b8c2-0c9d46041cf3 · outbound

This paper cites Hardware-software co-design of an in-memory transformer network accelerator,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Hardware-software co-design of an in-memory transformer network accelerator,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:52.477147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b7279cf-4d25-4c7b-824b-5dc25d0078d5 · outbound

This paper cites The winograd schema challenge,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory The winograd schema challenge,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:52.643247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4182df5-e5ee-4dfd-98cc-3d862c343a6b · outbound

This paper cites Specpim: Ac- celerating speculative inference on pim-enabled system via architecture- dataflow co-exploration,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Specpim: Ac- celerating speculative inference on pim-enabled system via architecture- dataflow co-exploration,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:52.749704Z

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Unavailable: canonical work link unavailable.

Observation 7e6359be-8825-40a9-9fc2-5db7f41b60b1 · outbound

This paper cites H3datten: Heterogeneous 3-d integrated hybrid analog and digital compute-in- memory accelerator for vision transformer self-attention,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory H3datten: Heterogeneous 3-d integrated hybrid analog and digital compute-in- memory accelerator for vision transformer self-attention,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:52.878677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01eb0699-b91e-4fab-bbf6-6d4a8ec6859d · outbound

This paper cites An rram-based computing-in-memory architecture and its application in accelerating transformer inference,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory An rram-based computing-in-memory architecture and its application in accelerating transformer inference,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.050133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e505d14-7d30-45d3-be5a-6e073c29296d · outbound

This paper cites Learning word vectors for sentiment analysis,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Learning word vectors for sentiment analysis,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.131721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6395b70a-9afa-4ebd-bd27-2b517322d7a3 · outbound

This paper cites A modern primer on processing in memory,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory A modern primer on processing in memory,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.277054Z

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Observation f3821302-d942-4c3a-b108-27285f5aa307 · outbound

This paper cites DAMOV: A new method- ology and benchmark suite for evaluating data movement bottlenecks,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory DAMOV: A new method- ology and benchmark suite for evaluating data movement bottlenecks,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.354245Z

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Observation 103ea456-c904-41b2-87ea-601aa3a47c4b · outbound

This paper cites Introducing gpt-4.1 in the api,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Introducing gpt-4.1 in the api,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.433570Z

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Unavailable: canonical work link unavailable.

Observation 032a817a-ba6d-44f8-8863-dc94bf8a05c7 · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.510614Z

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Observation 18210b86-7e29-4e20-ae2a-9820be8da51d · outbound

This paper cites Nom: Network-on-memory for inter- bank data transfer in highly-banked memories,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Nom: Network-on-memory for inter- bank data transfer in highly-banked memories,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.586302Z

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Unavailable: canonical work link unavailable.

Observation 2d97d863-2eec-4a06-93a4-7966695fcf1a · outbound

This paper cites Zsim: Fast and accurate microarchitec- tural simulation of thousand-core systems,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Zsim: Fast and accurate microarchitec- tural simulation of thousand-core systems,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.655940Z

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Unavailable: canonical work link unavailable.

Observation 17c983e9-c04b-4f09-8573-cd82ce242a71 · outbound

This paper cites Ambit: In- memory accelerator for bulk bitwise operations using commodity dram technology,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Ambit: In- memory accelerator for bulk bitwise operations using commodity dram technology,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.736963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3051a0f9-9cb6-411c-8244-4b74a6b6bb23 · outbound

This paper cites Efficient attention: Attention with linear complexities,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Efficient attention: Attention with linear complexities,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.791489Z

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Unavailable: canonical work link unavailable.

Observation aafc60fc-fb69-4995-8c51-0fedd44263df · outbound

This paper cites A dram-based near-memory architecture for accelerated and energy-efficient execution of transformers,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory A dram-based near-memory architecture for accelerated and energy-efficient execution of transformers,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.907997Z

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Unavailable: canonical work link unavailable.

Observation 60b5a18d-fa35-4baf-8a9d-18d17ae9670b · outbound

This paper cites Recursive deep models for semantic compositionality over a sentiment treebank,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Recursive deep models for semantic compositionality over a sentiment treebank,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:53.998700Z

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Unavailable: canonical work link unavailable.

Observation d551fee9-959a-4839-a446-921c854d9e6b · outbound

This paper cites A 1.2 v 20 nm 307 gb/s hbm dram with at-speed wafer-level io test scheme and adaptive refresh considering temperature distribution,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory A 1.2 v 20 nm 307 gb/s hbm dram with at-speed wafer-level io test scheme and adaptive refresh considering temperature distribution,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.125853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ceb0f2d-70bb-4a8b-89cf-45b50d5a1266 · outbound

This paper cites X-former: In-memory acceleration of transformers,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory X-former: In-memory acceleration of transformers,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.182195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8fa62f6-09a7-4ebe-bbe6-a9cefb50cc0f · outbound

This paper cites Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.275083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 181e9642-ed1b-408e-aced-3d68fc7ebe8e · outbound

This paper cites Attention is all you need,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Attention is all you need,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.404767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d493c344-4bf9-4ded-8229-a6d341cb3aeb · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.554747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fcffe3b-0164-4294-90e5-287dce16929e · outbound

This paper cites Deepnet: Scaling transformers to 1,000 layers,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Deepnet: Scaling transformers to 1,000 layers,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.709908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7484562f-868a-4b0e-a5ba-8e4e96cb983f · outbound

This paper cites Neural network accept- ability judgments,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Neural network accept- ability judgments,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.798914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46db0ed6-e80a-4327-93ca-aa6cbe0044e6 · outbound

This paper cites A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.886516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a15b1501-795c-413b-92ff-e1bc188fc249 · outbound

This paper cites Grok by xai,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Grok by xai,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:54.974762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aafbfd74-bc08-4430-af70-913ca20ecbdf · outbound

This paper cites Retransformer: Reram-based processing-in-memory architecture for transformer acceleration,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Retransformer: Reram-based processing-in-memory architecture for transformer acceleration,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:55.057382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 883e3dea-7f41-4248-a955-a3483783e4b3 · outbound

This paper cites Transpim: A memory- based acceleration via software-hardware co-design for transformer,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Transpim: A memory- based acceleration via software-hardware co-design for transformer,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:55.141428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad2008c8-bda4-4fdd-8672-37d03c4b0e0f · outbound

This paper cites Performance evaluation and optimization of hbm-enabled gpu for data-intensive applications,.

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory Performance evaluation and optimization of hbm-enabled gpu for data-intensive applications,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T06:59:55.220675Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.