Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T13:17:47.478842Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2502.02142.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T13:17:47.478842Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 06d04031-fda7-4d28-9907-473ebc9736d8 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads De- mystifying the characteristics of high bandwidth memory for real-time systems,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2c75d2c7-c8f5-48c7-b08c-71c54d5a952e · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Reconfigurable processing-in-memory architecture for data intensive applications,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b155b04-ca20-405e-a384-367e71be59f3 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Edge tpu system requirements,
Reference 3
Source-reported events for the cited work
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Observation 3f797561-5ece-46c8-b927-7d6ffce2fee3 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Edge tpu system-on-module (som),
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ab57ca11-0e06-46ce-817a-6f79985dd65e · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Per- mdnn: Efficient compressed dnn architecture with permuted diagonal matrices,
Reference 5
Source-reported events for the cited work
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Observation 599e947e-9eff-41c6-bd19-401f762406bc · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Dracc: A dram based accelerator for accurate cnn inference,
Reference 6
Source-reported events for the cited work
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Observation 2a4dc605-3c44-4320-a8ed-c0432811cc16 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Lacc: Exploiting lookup table-based fast and accurate vector multiplication in dram-based cnn accelerator,
Reference 7
Source-reported events for the cited work
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Observation 2f758c8a-0046-464f-a285-c2473ac470aa · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads To pim or not for emerging general purpose processing in ddr memory systems,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c872b4a7-2f96-42eb-93ed-f7ca72d7debc · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 093c27ec-3d6f-4c60-b36b-0cacb15296a8 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Neural cache: Bit-serial in-cache acceleration of deep neural networks,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c84cef13-77f5-4da0-8780-c3d10e370587 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads pluto: Enabling massively parallel computation in dram via lookup tables,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ef250a92-b9c6-4329-8d3a-237e702f7b1c · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Computedram: In-memory compute using off-the-shelf drams,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b42bde5e-d0db-48e5-a3f2-641ebc61dc92 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads The processing-in-memory paradigm: Mechanisms to enable adoption,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a35ffdd2-5300-478a-a6cb-d426cc688933 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Simdram: A framework for bit-serial simd processing using dram,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4d9ff178-ec4d-4cad-b20a-9d096870bd37 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Aˆ 3: Accelerating attention mechanisms in neural networks with approximation,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 97c925d9-9d01-4496-8a50-d2ef2db8af67 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Eie: Efficient inference engine on compressed deep neural network,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34253aa8-f46d-4ca1-b042-72f45f4d8c43 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads SAL-PIM: A Subarray-level Processing-in-Memory Architecture with LUT-based Linear Interpolation for Transformer-based Text Generation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8ead88ef-72ec-4edd-ae6b-1a8cb96a5b13 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Newton: A dram-maker’s accelerator-in-memory (aim) architecture for machine learning,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b429522a-79c8-4766-9530-781c6ea52693 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Teaching machines to read and comprehend,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3c776fed-a0ac-4841-a883-97a1d094d7f1 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Intel ® xeon® w-2245 processor specifications,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5bed0108-1d7f-4a35-81a0-c057e1801ae0 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Near-memory com- puting on fpgas with 3d-stacked memories: Applications, architectures, and optimizations,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c3c9a385-a241-424c-a0e1-8b8779bc65f1 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Mnnfast: A fast and scalable system architecture for memory-augmented neural networks,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fa9e11dd-618d-40bd-8c99-0a3914cc8159 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Jedec standard jesd235d: High bandwidth memory (hbm1, hbm2) dram specification,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3312713d-5f79-4d64-8f63-967ee8cae62e · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Keeth, R
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b87adc31-0f5b-4f78-8978-8f64f112a51a · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Dna-teq: An adaptive exponential quantization of tensors for dnn inference,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 771cb8db-6990-4e76-b031-1d0189798b7a · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads An energy- efficient near-data processing accelerator for dnns to optimize memory accesses,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 58591b1a-9371-4667-a7c0-39593f2626d4 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Neurocube: A programmable digital neuromorphic architecture with high-density 3d memory,
Reference 27
Source-reported events for the cited work
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Observation 49886083-312d-4852-860f-811f1a607514 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads A case for exploiting subarray-level parallelism (salp) in dram,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 40768780-aea8-4b03-be45-363751e030e9 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Assessing merged dram/logic technology,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 302e72e5-1347-40e9-b31a-533150fe1fd1 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Fulcrum: A simplified control and access mechanism toward flexible and practical in-situ accelerators,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cc442e69-9a01-4d45-979d-5a5f1d174da0 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1339144f-ea18-47d3-b247-96f40bdad533 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Drisa: A dram-based reconfigurable in-situ accelerator,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e902616e-9f4d-402d-a725-eb33af8ffddd · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Learning word vectors for sentiment analysis,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5411e935-5141-4ae3-96e8-461709fd9039 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Dram power calculator,
Reference 34
Source-reported events for the cited work
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Observation 0d76a020-1f10-46c1-aef4-3a92e5ffe0a4 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Pro- cessing data where it makes sense: Enabling in-memory computation,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d54fabf1-9ddf-4fd5-9a09-142140f13d60 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2008d6e5-1437-42ac-a40c-a6df5b69db15 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Nvidia management library (nvml),
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 44667e57-3c8e-47c2-88a0-aaf939990cb7 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Fine-grained dram: Energy-efficient dram for extreme bandwidth systems,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd4f909b-2128-4e34-b702-6a30735bf1f3 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Fine-grained dram: Energy-efficient dram for extreme bandwidth systems,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 491543cd-fb73-49ea-8456-5dfb37f961b4 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Google coral edge tpu,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 760292e0-dae9-4e98-9489-5182e01d0e5a · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Language models are unsupervised multitask learners,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5427795-a5c4-4434-8d71-fc09938922cd · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Squad: 100,000+ questions for machine comprehension of text,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e7d02581-3f0d-487f-a165-f9b4b10fbf1c · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Redy: A novel reram-centric dynamic quantization approach for energy-efficient cnns,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
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Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads SCALE-Sim: Systolic CNN Accelerator Simulator
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74ddf57d-0fc9-425d-ae4a-e694d0ecd40d · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Ambit: In- memory accelerator for bulk bitwise operations using commodity dram technology,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cf966cc3-7757-4d4b-88a5-e81b5f3c87f4 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads The Processing Using Memory Paradigm:In-DRAM Bulk Copy, Initialization, Bitwise AND and OR
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0174c435-b775-4ec3-9cd4-7e802b68f57d · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Recursive deep models for semantic compositionality over a sentiment treebank,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
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Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads ppim: A programmable processor-in-memory architecture with precision-scaling for deep learning,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
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Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Hbm: Memory solution for high performance processors,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 596cdc31-8a83-4c49-bacb-b09b4717368e · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Understanding the energy consumption of dynamic ran- dom access memories,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
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Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Renew: Enhancing lifetime for reram crossbar based neural network accelerators,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ae2c4b19-277b-48a3-8bb2-bcc2760f7c4f · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a5f309f-b01f-479e-8cf2-eaecd5c920d9 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Transformers: State-of- the-art natural language processing,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b518bac-e2f6-4da4-a51f-dbced7802144 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Interstellar: Using halide’s scheduling language to analyze dnn accelerators,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a4ca9517-0029-49fc-b2c9-15231d3147c9 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Mokey: Enabling narrow fixed-point inference for out-of-the-box floating-point transformer models,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5ee7e4aa-74ec-43ea-bf87-6945ec547943 · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Transpim: A memory- based acceleration via software-hardware co-design for transformer,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ee42c32-1ba2-4b80-bce2-e98fc29059ff · outbound
Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads Red-lut: Reconfigurable in- dram luts enabling massive parallel computation,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.