Paper Citation Record · LEDGER

Spikformer: When Spiking Neural Network Meets Transformer

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 32 inbound Pith citation observations for arXiv:2209.15425.

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

pith.paper-citation-record.v1
2209.15425 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 32 of 32 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 32 of 32 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:30:14.719156Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:48:21.528597Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cc130afe-6736-4ff7-a0c6-7a928dcfd4a8 · inbound

EventCrab: Harnessing Frame and Point Synergy for Event-based Action Recognition and Beyond cites this paper.

EventCrab: Harnessing Frame and Point Synergy for Event-based Action Recognition and Beyond Spikformer: When Spiking Neural Network Meets Transformer

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-23T16:35:42.282370Z

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 fbf03bcb-645e-4c12-bdbe-83e3e30dceb5 · inbound

Temporal-Aware Spiking Transformer Hashing Based on 3D-DWT cites this paper.

Temporal-Aware Spiking Transformer Hashing Based on 3D-DWT Spikformer: When Spiking Neural Network Meets Transformer

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-23T05:22:35.192142Z

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 1bfa78e6-35c4-432b-923f-889ad20c7750 · inbound

Improving vision-language alignment with graph spiking hybrid Networks cites this paper.

Improving vision-language alignment with graph spiking hybrid Networks Spikformer: When Spiking Neural Network Meets Transformer

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T21:30:14.719156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e79182a3-3986-497e-ae0d-09a2b166f249 · inbound

Spiking Neural Network Feature Discrimination Boosts Modality Fusion cites this paper.

Spiking Neural Network Feature Discrimination Boosts Modality Fusion Spikformer: When Spiking Neural Network Meets Transformer

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-09T05:34:14.445671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d714de-8d9a-472e-82b4-fdd878938e14 · inbound

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers cites this paper.

Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Spikformer: When Spiking Neural Network Meets Transformer

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:35:39.637825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46043712-dc94-4421-871e-5663e2582dac · inbound

Multi-Timescale Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning cites this paper.

Multi-Timescale Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning Spikformer: When Spiking Neural Network Meets Transformer

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:06.676151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d10c1fc-6f01-42fc-a341-54da09267961 · inbound

Spike-TBR: a Noise Resilient Neuromorphic Event Representation cites this paper.

Spike-TBR: a Noise Resilient Neuromorphic Event Representation Spikformer: When Spiking Neural Network Meets Transformer

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:35.867095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a024f9a-b175-4991-97d4-e293bc06f853 · inbound

Transformer-based EEG Decoding: A Survey cites this paper.

Transformer-based EEG Decoding: A Survey Spikformer: When Spiking Neural Network Meets Transformer

Reference 122

Resolution: unresolved; no resolver link, observed 2026-08-06T20:36:03.143851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a672317f-b8c9-4bdc-a3c8-83102c54deb3 · inbound

TEFormer: Structured Bidirectional Temporal Enhancement Modeling in Spiking Transformers cites this paper.

TEFormer: Structured Bidirectional Temporal Enhancement Modeling in Spiking Transformers Spikformer: When Spiking Neural Network Meets Transformer

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T08:05:01.310676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae1aff15-7778-4b84-8bd8-ab9f85385674 · inbound

Linguistics and Human Brain: A Perspective of Computational Neuroscience cites this paper.

Linguistics and Human Brain: A Perspective of Computational Neuroscience Spikformer: When Spiking Neural Network Meets Transformer

Reference 268

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:46.627192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2427c0-021f-4bcb-8610-ed5c37efdbfe · inbound

Towards Green Wearable Computing: A Physics-Aware Spiking Neural Network for Energy-Efficient IMU-based Human Activity Recognition cites this paper.

Towards Green Wearable Computing: A Physics-Aware Spiking Neural Network for Energy-Efficient IMU-based Human Activity Recognition Spikformer: When Spiking Neural Network Meets Transformer

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:58.501560Z

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 11976bc7-0bc6-4b38-8d51-0699f9b4ec76 · inbound

Fuzzy Encoding-Decoding to Improve Spiking Q-Learning Performance in Autonomous Driving cites this paper.

Fuzzy Encoding-Decoding to Improve Spiking Q-Learning Performance in Autonomous Driving Spikformer: When Spiking Neural Network Meets Transformer

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:45:51.932427Z

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 de7514f9-e162-4ab4-b9c0-4603e25aac2f · inbound

Affinity Is Not Enough: Recovering the Free Energy Principle in Mixture-of-Experts cites this paper.

Affinity Is Not Enough: Recovering the Free Energy Principle in Mixture-of-Experts Spikformer: When Spiking Neural Network Meets Transformer

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:51:41.276030Z

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 0265d11a-6137-44f0-8a8c-518a60a6ca83 · inbound

Spiking Sequence Machines and Transformers cites this paper.

Spiking Sequence Machines and Transformers Spikformer: When Spiking Neural Network Meets Transformer

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:51:06.147417Z

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 7128cb43-ad86-4be7-8b1c-02820d6656ae · inbound

ShiftLIF: Efficient Multi-Level Spiking Neurons with Power-of-Two Quantization cites this paper.

ShiftLIF: Efficient Multi-Level Spiking Neurons with Power-of-Two Quantization Spikformer: When Spiking Neural Network Meets Transformer

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:55:31.994292Z

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 08934ef5-fe26-4321-9963-24981aa39ffb · inbound

Uncertainty-Aware Token Importance Estimation in Spiking Transformers cites this paper.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Spikformer: When Spiking Neural Network Meets Transformer

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:24.215923Z

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 d8cd97a9-b4c7-4621-9acb-154f5a37d7c5 · inbound

BiSpikCLM: A Spiking Language Model integrating Softmax-Free Spiking Attention and Spike-Aware Alignment Distillation cites this paper.

BiSpikCLM: A Spiking Language Model integrating Softmax-Free Spiking Attention and Spike-Aware Alignment Distillation Spikformer: When Spiking Neural Network Meets Transformer

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:15:11.718448Z

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 81f5a03a-765e-46f5-9347-429c23eae101 · inbound

Plug-and-Play Spiking Operators: Breaking the Nonlinearity Bottleneck in Spiking Transformers cites this paper.

Plug-and-Play Spiking Operators: Breaking the Nonlinearity Bottleneck in Spiking Transformers Spikformer: When Spiking Neural Network Meets Transformer

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T08:19:52.508070Z

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 4fe2f77b-4f14-4765-995c-29e0e25e9a1f · inbound

ELSA: An ELastic SNN Inference Architecture for Efficient Neuromorphic Computing cites this paper.

ELSA: An ELastic SNN Inference Architecture for Efficient Neuromorphic Computing Spikformer: When Spiking Neural Network Meets Transformer

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:23:55.393997Z

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 7b4b05c2-bd37-425d-b86d-109afab242e1 · inbound

SpikingMoE: SDPrompt-Guided Dynamic Expert Fusion in Spiking Neural Networks cites this paper.

SpikingMoE: SDPrompt-Guided Dynamic Expert Fusion in Spiking Neural Networks Spikformer: When Spiking Neural Network Meets Transformer

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:55:16.554277Z

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 cc1b8bfe-138a-47fa-89c9-970e3a1d9240 · inbound

UniSpike: Accelerating Spiking Neural Networks on Neuromorphic Systems via Eliminating Address Redundancy cites this paper.

UniSpike: Accelerating Spiking Neural Networks on Neuromorphic Systems via Eliminating Address Redundancy Spikformer: When Spiking Neural Network Meets Transformer

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:25:15.439977Z

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 1a12a8a0-1013-4c99-8448-b6c39bb6f77b · inbound

Advancing Direct Training for Spiking Neural Networks with Circulate-Firing Neurons and Learnable Gradients cites this paper.

Advancing Direct Training for Spiking Neural Networks with Circulate-Firing Neurons and Learnable Gradients Spikformer: When Spiking Neural Network Meets Transformer

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:05:04.816274Z

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 65ab3b1f-1a5e-49c0-88b5-bec75a3d020b · inbound

SpikeHash: Learning Binary Codes with Spiking Neural Networks for Cross-Modal Hashing Retrieval cites this paper.

SpikeHash: Learning Binary Codes with Spiking Neural Networks for Cross-Modal Hashing Retrieval Spikformer: When Spiking Neural Network Meets Transformer

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:46:13.193534Z

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 e875c23b-21f0-4710-af44-29c25840d028 · inbound

Spiking and Event-driven Neuromorphic Mamba Models for Efficient Speech Recognition cites this paper.

Spiking and Event-driven Neuromorphic Mamba Models for Efficient Speech Recognition Spikformer: When Spiking Neural Network Meets Transformer

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:46:15.485135Z

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 fd5c5398-9a30-44a2-b99b-0a9ca11987a9 · inbound

FS-DVS: A Frequency-Selective Dynamic Visual Sensing Paradigm for Enhancing Information Completeness cites this paper.

FS-DVS: A Frequency-Selective Dynamic Visual Sensing Paradigm for Enhancing Information Completeness Spikformer: When Spiking Neural Network Meets Transformer

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:27:08.869358Z

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 5cbeacdb-2a7d-4e88-bf55-94c3ef0e0772 · inbound

QDS-SNN: Energy-efficient Quantum Deeply-Supervised Spiking Neural Network Algorithm for Traffic Sign Recognition cites this paper.

QDS-SNN: Energy-efficient Quantum Deeply-Supervised Spiking Neural Network Algorithm for Traffic Sign Recognition Spikformer: When Spiking Neural Network Meets Transformer

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:26:54.917483Z

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 53a35851-e741-42fe-b667-db59960b3ee3 · inbound

LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning cites this paper.

LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning Spikformer: When Spiking Neural Network Meets Transformer

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:48:21.530731Z

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 adf4a3ca-6ed2-4bf1-bc7c-f618b4d6ab4e · inbound

Bio-SFT: Asymmetric Cortical Guidance and Retinal Adaptation for Robust HDR Reconstruction cites this paper.

Bio-SFT: Asymmetric Cortical Guidance and Retinal Adaptation for Robust HDR Reconstruction Spikformer: When Spiking Neural Network Meets Transformer

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T17:56:25.511562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 382497b7-3440-4346-92e7-2c092b8480ef · inbound

Neuromorphic Diffusion Language Models: Addressing Compute and Memory Bottlenecks via Sparsity and Block Denoising cites this paper.

Neuromorphic Diffusion Language Models: Addressing Compute and Memory Bottlenecks via Sparsity and Block Denoising Spikformer: When Spiking Neural Network Meets Transformer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T05:35:17.217661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba6ba3a-4cbd-4c0a-bc0e-20daec102149 · inbound

SMM Transformer: Leveraging Spiking Neural Networks for Multimodal Tasks cites this paper.

SMM Transformer: Leveraging Spiking Neural Networks for Multimodal Tasks Spikformer: When Spiking Neural Network Meets Transformer

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T00:04:39.085741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e7f83cc-4011-4ccc-881a-15f9125d931d · inbound

Spike-HTR: Spiking Neural Transformer for Handwritten Text Recognition cites this paper.

Spike-HTR: Spiking Neural Transformer for Handwritten Text Recognition Spikformer: When Spiking Neural Network Meets Transformer

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T23:43:52.971780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d0b9cee-5cd5-4f98-94cc-511e7dff0a59 · inbound

SpikeRestormer: Towards Energy-Efficient All-in-One Image Restoration via Unified Event Reasoning cites this paper.

SpikeRestormer: Towards Energy-Efficient All-in-One Image Restoration via Unified Event Reasoning Spikformer: When Spiking Neural Network Meets Transformer

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T09:57:25.005544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.