Paper Citation Record · LEDGER

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays

As of 19 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2509.03103.

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

pith.paper-citation-record.v1
2509.03103 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:12:14.620151Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy28
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2b48b40-1f89-4521-b7fb-5f8c802f6935 · outbound

This paper cites Imagenet classification with deep convolutional neural networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Imagenet classification with deep convolutional neural networks,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:15.074057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82292319-5e68-4c36-91b0-e0d01904a829 · outbound

This paper cites R-FCN: Object detection via region based fully convolutional networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays R-FCN: Object detection via region based fully convolutional networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:15.059464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ddd9359-89c2-4152-a163-5c950a4add07 · outbound

This paper cites Learning a classification model for segmentation,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Learning a classification model for segmentation,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:15.045051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 16494506-9a6b-42f2-a143-f6a0a4699f6d · outbound

This paper cites Dynamic Routing Between Capsules,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Dynamic Routing Between Capsules,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:15.030699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 18852aa8-04c1-402f-9d00-ce2717f05b96 · outbound

This paper cites Deep residual learning for image recognition,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Deep residual learning for image recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:15.016145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 507fa1ed-cc0f-48b2-b3f1-9765c42716a0 · outbound

This paper cites Imagenet classification with deep convolutional neural networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Imagenet classification with deep convolutional neural networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:15.000741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca15c69a-c926-4ad3-84ff-a78e4354d9b4 · outbound

This paper cites CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.985739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 160172b4-f6b6-48d7-bf54-4c1e913ae6e6 · outbound

This paper cites Accurate Automatic Glioma Segmentation in Brain MRI images Based on CapsNet,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Accurate Automatic Glioma Segmentation in Brain MRI images Based on CapsNet,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.972218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8462b7b8-7f2e-4fe4-ae5f-cfbd6ba7095e · outbound

This paper cites Novel Deep Learning Model for Traffic Sign Detection Using Capsule Networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Novel Deep Learning Model for Traffic Sign Detection Using Capsule Networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.958229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7c9f2c3-2cf2-48ff-866c-1809dc8a3165 · outbound

This paper cites Ristretto: A frame- work for empirical study of resource-efficient inference in convolutional neural networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Ristretto: A frame- work for empirical study of resource-efficient inference in convolutional neural networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.944270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a97ff65-fd58-4a9f-8bf7-0181aa02c7b5 · outbound

This paper cites Convolutional neural networks with low-rank regularization.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Convolutional neural networks with low-rank regularization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T11:12:14.538917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1dff714-049c-4ed1-862f-cce6c7bb7aef · outbound

This paper cites An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.929804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5eeeb4ed-6a7b-41cc-9ba0-ddfa8af3fcd1 · outbound

This paper cites Optimal Brain Damage,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Optimal Brain Damage,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.914784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8f04bc28-0edb-498a-a478-a01da811f2f7 · outbound

This paper cites Exploring the Regularity of Sparse Structure in Convolutional Neural Networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Exploring the Regularity of Sparse Structure in Convolutional Neural Networks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.900633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f8b61876-96c1-4532-b10c-ca9d7a9d9ab5 · outbound

This paper cites Lookahead: A Far-sighted Al- ternative of Magnitude-based Pruning,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Lookahead: A Far-sighted Al- ternative of Magnitude-based Pruning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.887282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a5a4f524-67cd-4833-a2e3-20c08dbf381e · outbound

This paper cites Enabling Highly Efficient Capsule Networks Processing Through Software-Hardware Co- Design,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Enabling Highly Efficient Capsule Networks Processing Through Software-Hardware Co- Design,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.873123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b64a4a68-2e73-4be4-9595-5ffdd21f4e6d · outbound

This paper cites DESCNet: Developing Efficient Scratchpad Memories for Capsule Network Hard- ware,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays DESCNet: Developing Efficient Scratchpad Memories for Capsule Network Hard- ware,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.858509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac2ab011-d798-4a33-9580-48cfe14cecf1 · outbound

This paper cites FEECA: Design Space Exploration for Low-Latency and Energy-Efficient Cap- sule Network Accelerators,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays FEECA: Design Space Exploration for Low-Latency and Energy-Efficient Cap- sule Network Accelerators,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.844768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a7bcbbc-8d5f-4534-9c34-87f68ee5a3a9 · outbound

This paper cites Eyeriss: An Energy- Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Eyeriss: An Energy- Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.830603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d41fd78-5191-44b7-8839-754898d5112f · outbound

This paper cites Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.815117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7f52794e-8ca8-4280-ad90-9249818c91e3 · outbound

This paper cites Learning both weights and connections for efficient neural networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Learning both weights and connections for efficient neural networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.797196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e50f108b-7ff1-4004-a1e0-edd3b08b6889 · outbound

This paper cites Hessian-Aware Pruning and Optimal Neural Implant,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Hessian-Aware Pruning and Optimal Neural Implant,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.783526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation de8488b7-7f5f-43ff-8cc0-04875671ae52 · outbound

This paper cites Movement Pruning: Adaptive Sparsity by Fine-Tuning,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Movement Pruning: Adaptive Sparsity by Fine-Tuning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.770188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 59225047-8b21-458b-9ed8-ef00fcabfd15 · outbound

This paper cites PrunedCaps: A Case For Pri- mary Capsules Discrimination,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays PrunedCaps: A Case For Pri- mary Capsules Discrimination,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.756288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 087c5357-fa46-4d8b-b19e-7c20b64b99fb · outbound

This paper cites Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.741807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 710ad380-9d24-4c85-b023-3de9e932dbc7 · outbound

This paper cites Very deep convolutional networks for large-scale image recognition,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Very deep convolutional networks for large-scale image recognition,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T11:12:14.601732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1da4ca32-7697-4306-aaaa-de311ac6654b · outbound

This paper cites Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.717597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c1168845-0a36-4833-a38c-c56f34a319e6 · outbound

This paper cites An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.703464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9a06c1f4-22c7-49ee-84f1-42e632245047 · outbound

This paper cites RoHNAS: A Neural Architecture Search Framework With Conjoint Optimization for Adversarial Robustness and Hardware Effi- ciency of Convolutional and Capsule Networks,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays RoHNAS: A Neural Architecture Search Framework With Conjoint Optimization for Adversarial Robustness and Hardware Effi- ciency of Convolutional and Capsule Networks,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.688943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 735cf6e7-5db5-4304-b862-7b4cc1643676 · outbound

This paper cites Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations,.

FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:14.673509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.