Paper Citation Record · LEDGER

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping

As of 10 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2605.00032.

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

pith.paper-citation-record.v1
2605.00032 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T20:11:01.105767Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

31 of 31 outbound references displayed

verified exact2
verified fuzzy29
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b332475-1cca-400d-b69a-578418ea8e7e · outbound

This paper cites An integrated large-scale photonic accelerator with ultralow latency.Nature, 640(8058):361–367.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping An integrated large-scale photonic accelerator with ultralow latency.Nature, 640(8058):361–367

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.383556Z

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 e03da405-e502-48bb-8fd3-d28877a78305 · outbound

This paper cites Universal photonic artificial intelligence acceleration.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Universal photonic artificial intelligence acceleration

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.359334Z

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 56033992-06ed-4176-90a1-a3a3c40c9778 · outbound

This paper cites Toward intelligent electronic-photonic design automation for large-scale photonic inte- grated circuits: from device inverse design to physical layout genera- tion.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Toward intelligent electronic-photonic design automation for large-scale photonic inte- grated circuits: from device inverse design to physical layout genera- tion

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.366717Z

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 a5926d04-369c-4a63-adfa-0220c2a49836 · outbound

This paper cites Fiona: Photonic-electronic cosimulation framework and transferable prototyping for photonic accelerator.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Fiona: Photonic-electronic cosimulation framework and transferable prototyping for photonic accelerator

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.363061Z

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 36621deb-7f0e-4107-900c-78a4a0df8101 · outbound

This paper cites Zhu, Jun Zou, Hengyi Zhang, Y.Z.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Zhu, Jun Zou, Hengyi Zhang, Y.Z

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.374308Z

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 d6dee5b9-0f69-43fb-8889-63642fcee773 · outbound

This paper cites Toward Lifelong-Sustainable Electronic-Photonic AI Systems via Extreme Efficiency, Reconfigurability, and Robustness.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Toward Lifelong-Sustainable Electronic-Photonic AI Systems via Extreme Efficiency, Reconfigurability, and Robustness

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:21:09.587009Z

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 418fa312-c44a-4488-aeb0-4ae1f61e8c0f · outbound

This paper cites Neuromor- phic photonic networks using silicon photonic weight banks.Scientific reports, 7(1):7430.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Neuromor- phic photonic networks using silicon photonic weight banks.Scientific reports, 7(1):7430

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.379747Z

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 41a90c16-3990-4366-905e-0b614b45b079 · outbound

This paper cites Broadcast and weight: an integrated network for scalable pho- tonic spike processing.Journal of Lightwave Technology, 32(21):3427– 3439.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Broadcast and weight: an integrated network for scalable pho- tonic spike processing.Journal of Lightwave Technology, 32(21):3427– 3439

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.370690Z

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 dc73dfe6-036a-438e-9447-fc878ca56d70 · outbound

This paper cites Digital electronics and analog photonics for convolutional neural networks (deap-cnns).IEEE journal of selected topics in quantum electronics, 26(1):1–13.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Digital electronics and analog photonics for convolutional neural networks (deap-cnns).IEEE journal of selected topics in quantum electronics, 26(1):1–13

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.355419Z

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 86d9ed2e-4445-4bb1-8c15-51cacaa1c006 · outbound

This paper cites Holylight: A nanophotonic accelerator for deep learning in data centers.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Holylight: A nanophotonic accelerator for deep learning in data centers

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.347992Z

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 501d9ebc-d2f8-4a41-9e69-e2903abd6940 · outbound

This paper cites Crosslight: A cross-layer optimized silicon photonic neural network accelerator.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Crosslight: A cross-layer optimized silicon photonic neural network accelerator

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.351620Z

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 bd121fd1-14a2-47d4-b025-ee82afd81eaa · outbound

This paper cites Squeezelight: a multi- operand ring-based optical neural network with cross-layer scalability.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Squeezelight: a multi- operand ring-based optical neural network with cross-layer scalability

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.326188Z

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 b33f516c-da80-47c4-bba2-fe3a77e548d8 · outbound

This paper cites Lightening-transformer: A dynamically-operated optically- interconnected photonic transformer accelerator.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Lightening-transformer: A dynamically-operated optically- interconnected photonic transformer accelerator

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.329509Z

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 bc08259e-946a-43a4-9604-fe91be338073 · outbound

This paper cites Thermo-optic phase shifters based on silicon-on-insulator platform: state-of-the-art and a review.Frontiers of Optoelectronics, 15(1):9.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Thermo-optic phase shifters based on silicon-on-insulator platform: state-of-the-art and a review.Frontiers of Optoelectronics, 15(1):9

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.344341Z

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 e7ac28d2-4296-4f09-bb66-225b09b31a95 · outbound

This paper cites A 5 × 200 gbps microring modulator silicon chip empowered by two-segment z-shape junctions.Nature Communications, 15(1):918.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping A 5 × 200 gbps microring modulator silicon chip empowered by two-segment z-shape junctions.Nature Communications, 15(1):918

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.303058Z

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 9e8fbd8a-2786-40d7-9f3f-ab4d9265da3c · outbound

This paper cites Scalable in-memory compute optical processor.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Scalable in-memory compute optical processor

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.281179Z

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 b4a1881f-19dc-4b6a-82ba-68aab2d16e1a · outbound

This paper cites Fast thermal switching of wideband optical delay line with no long- term transient.IEEE Photonics Technology Letters, 24(6):512–514.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Fast thermal switching of wideband optical delay line with no long- term transient.IEEE Photonics Technology Letters, 24(6):512–514

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.307617Z

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 adf0567b-c3a2-4ea9-a687-7bedb6bb4b88 · outbound

This paper cites Network of time-multiplexed optical parametric oscillators as a coherent ising machine.Nature Photonics, 8(12):937–942.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Network of time-multiplexed optical parametric oscillators as a coherent ising machine.Nature Photonics, 8(12):937–942

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.311661Z

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 1dc2da44-9901-4538-a81b-a28318758b9d · outbound

This paper cites Single-monitor calibration for multiple microring synapses.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Single-monitor calibration for multiple microring synapses

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.318605Z

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 549c9a9a-b29b-4d16-af34-c29f6424d821 · outbound

This paper cites Quantifying power in silicon photonic neural net- works.Physical Review Applied, 17(5):054029.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Quantifying power in silicon photonic neural net- works.Physical Review Applied, 17(5):054029

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.289588Z

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 10ca226b-0678-4016-b626-166c7da255e4 · outbound

This paper cites Heterogeneously integrated iii-v/si distributed bragg reflector laser with adiabatic coupling.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Heterogeneously integrated iii-v/si distributed bragg reflector laser with adiabatic coupling

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.285903Z

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 5d8e3b7d-2875-439b-a59c-b160d0ae73e1 · outbound

This paper cites 8-bit 5gs/s d/a converter for multi-gigabit wireless transceivers.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping 8-bit 5gs/s d/a converter for multi-gigabit wireless transceivers

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.296104Z

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 3ee6f29c-54f0-4eed-b4f3-757ed726389a · outbound

This paper cites Single-chip microprocessor that communicates directly using light.Nature, 528(7583):534–538.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Single-chip microprocessor that communicates directly using light.Nature, 528(7583):534–538

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.322494Z

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 f75143b4-cb67-4a31-87ed-c7add4a7ba18 · outbound

This paper cites A 128kb high density portless sram using hi- erarchical bitlines and thyristor sense amplifiers.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping A 128kb high density portless sram using hi- erarchical bitlines and thyristor sense amplifiers

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.336342Z

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 804bda51-9da2-46a3-9f01-23e7f2ef910b · outbound

This paper cites Modeling Analog-Digital-Converter Energy and Area for Compute-In-Memory Accelerator Design.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Modeling Analog-Digital-Converter Energy and Area for Compute-In-Memory Accelerator Design

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:21:09.595111Z

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 5b195014-b72e-4aa2-9e4a-44acc7578cd8 · outbound

This paper cites O-has: Optical hardware accelerator search for boosting both acceleration performance and development speed.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping O-has: Optical hardware accelerator search for boosting both acceleration performance and development speed

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.340339Z

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 f94a3709-1df2-4625-b7e4-0b07c2768a80 · outbound

This paper cites In-situ trained microring- based neural networks for scalable and robust photonic computing.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping In-situ trained microring- based neural networks for scalable and robust photonic computing

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.272985Z

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 b62134d4-d026-4b07-9013-b7602d831453 · outbound

This paper cites Quantized optical neural network based on microring resonators with on-chip modulation.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Quantized optical neural network based on microring resonators with on-chip modulation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.265543Z

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 82278820-0c3e-4c6d-8d99-08c27e5f51f4 · outbound

This paper cites Timeloop: A systematic approach to dnn accelerator evaluation.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Timeloop: A systematic approach to dnn accelerator evaluation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.269264Z

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 914e9cbd-7818-42c2-a177-8a061891f73d · outbound

This paper cites Cimloop: A flexible, accurate, and fast compute-in-memory modeling tool.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Cimloop: A flexible, accurate, and fast compute-in-memory modeling tool

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.277040Z

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 0481d591-d613-4bbb-99cd-fb19a7543f0a · outbound

This paper cites Architecture-level modeling of photonic deep neural network accelerators.

ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping Architecture-level modeling of photonic deep neural network accelerators

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T13:59:34.332801Z

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.

Pith citing papers

No inbound Pith citation observations are available.