Paper Citation Record · LEDGER

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.22790.

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

pith.paper-citation-record.v1
2607.22790 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T05:19:34.555832Z

measured 24 of 24 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

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6ad60825-9566-4d55-a067-d6fff0cbd817 · outbound

This paper cites Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:31.919448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea91ca2-3377-4766-a852-d2c9b28c8b9f · outbound

This paper cites µbrain: An event-driven and fully synthesizable architecture for spiking neural networks,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores µbrain: An event-driven and fully synthesizable architecture for spiking neural networks,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.056720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98a3d049-85d8-4788-a5c1-e819684bfdce · outbound

This paper cites Neuron- flow: a neuromorphic processor architecture for live ai applications,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Neuron- flow: a neuromorphic processor architecture for live ai applications,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.160897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4d0397a-9eb0-42d1-9143-cbb2a401508b · outbound

This paper cites Loihi: A neuromorphic manycore processor with on-chip learning,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Loihi: A neuromorphic manycore processor with on-chip learning,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.322004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05bdc0f9-d470-4bbc-8dec-4eaa29c17d9b · outbound

This paper cites Hybrid neural network, an efficient low- power digital hardware implementation of event-based artificial neural network,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Hybrid neural network, an efficient low- power digital hardware implementation of event-based artificial neural network,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.428787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc9f8a1e-95e2-4680-b65f-fe43538bac1a · outbound

This paper cites Performance comparison of time- step-driven versus event-driven neural state update approaches in spin- naker,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Performance comparison of time- step-driven versus event-driven neural state update approaches in spin- naker,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.511638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b35c0c03-9bff-441b-bd59-7dad5a0da17f · outbound

This paper cites Efficient neuromorphic signal processing with loihi 2,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Efficient neuromorphic signal processing with loihi 2,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.574749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d872f14-e0d5-46b4-95f6-ed36c179fccd · outbound

This paper cites The State of Sparsity in Deep Neural Networks.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores The State of Sparsity in Deep Neural Networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.695733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dcc427f-e547-45c9-b3a7-ae6c378f5a77 · outbound

This paper cites Eie: Efficient inference engine on compressed deep neural network,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Eie: Efficient inference engine on compressed deep neural network,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.827846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 839646c5-4995-492b-9400-88ad0a09985e · outbound

This paper cites Cambricon-s: Addressing irregularity in sparse neural networks through a cooperative software/hardware approach,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Cambricon-s: Addressing irregularity in sparse neural networks through a cooperative software/hardware approach,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:32.959581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42bd6df3-2c7b-49fa-be4a-7de9cc185bde · outbound

This paper cites Scnn: An accelerator for compressed-sparse convolutional neural networks,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Scnn: An accelerator for compressed-sparse convolutional neural networks,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:33.119449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f07e6afd-01d3-48c2-a36c-1f99a5c9b7c6 · outbound

This paper cites Seneca: building a fully digital neuromorphic processor, design trade-offs and challenges,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Seneca: building a fully digital neuromorphic processor, design trade-offs and challenges,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:33.222043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494509ec-a0c6-461c-854f-686625c59921 · outbound

This paper cites SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:33.345427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6101c0b-9d3f-4f73-93ae-fee6b57275aa · outbound

This paper cites Spinalflow: An architecture and dataflow tailored for spiking neural networks,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Spinalflow: An architecture and dataflow tailored for spiking neural networks,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:33.490852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b46252c2-1848-4c1a-96eb-ebc479f12425 · outbound

This paper cites Vsa: Reconfigurable vector- wise spiking neural network accelerator,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Vsa: Reconfigurable vector- wise spiking neural network accelerator,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:33.652612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64882e97-86e1-45bc-af5f-e7b19e8c112f · outbound

This paper cites Spare: Spiking neural network acceleration using rom-embedded rams as in-memory-computation prim- itives,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Spare: Spiking neural network acceleration using rom-embedded rams as in-memory-computation prim- itives,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:33.760870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc1bb71c-5704-4802-9fcd-0ff60ca241bc · outbound

This paper cites Spiking transformer hardware accelerators in 3d integration,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Spiking transformer hardware accelerators in 3d integration,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:33.929686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd2e4c22-7a51-4002-8c12-0e8f61ebefb2 · outbound

This paper cites Prune Once for All: Sparse Pre-Trained Language Models.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Prune Once for All: Sparse Pre-Trained Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:34.039471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beed8e1f-a003-4865-b881-5fc1daea44c8 · outbound

This paper cites Neorv32.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Neorv32

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:34.166053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e12d1b36-4dbf-45c3-a3a3-9073b4087e2a · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:34.318159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f85bddca-eb0e-410f-a273-6d33dcb760ce · outbound

This paper cites Learning multiple layers of features from tiny images,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Learning multiple layers of features from tiny images,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:34.368464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d873da81-f98d-4f1e-8574-5250e5317586 · outbound

This paper cites A comprehensive review of network pruning based on pruning granularity and pruning time perspectives,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores A comprehensive review of network pruning based on pruning granularity and pruning time perspectives,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:34.412447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4682173-1b5f-49be-8871-a970ca88bbb6 · outbound

This paper cites Truenorth: Design and tool flow of a 65 mw 1 million neuron programmable neurosynaptic chip,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores Truenorth: Design and tool flow of a 65 mw 1 million neuron programmable neurosynaptic chip,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:34.485998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63a89d5-24f7-4274-80ce-2c3e88914647 · outbound

This paper cites The spinnaker project,.

The Sparsity Tax: Weight Sparsity Trade-offs in Event-Driven SIMD and SIMT Neuromorphic Cores The spinnaker project,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T05:19:34.555832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.