Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:19:38.059397Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2508.12913.
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 2026-08-15T17:19:38.059397Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3301b22d-0ad4-4cbd-9d30-dad7686d59f6 · outbound
Spectral fluctuations and crossovers in multilayer network Tensorflow: a system for large-scale machine learning,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7b133fb-be35-47b0-a983-b7e812feb88e · outbound
Spectral fluctuations and crossovers in multilayer network Pytorch: An imperative style, high-performance deep learning library,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c195f29c-12c5-4f08-a8be-e3d60c6a915e · outbound
Spectral fluctuations and crossovers in multilayer network A survey of recommendation systems: recommendation models, techniques, and application fields,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08bae879-1372-4980-ad81-16c54a784cc3 · outbound
Spectral fluctuations and crossovers in multilayer network Tiirec: A tensor approach for tag-driven item recommendation with sparse user generated content,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 18db8ebf-d57f-4f22-a47f-7c7c192a819e · outbound
Spectral fluctuations and crossovers in multilayer network Hierarchical analysis of power distribution networks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 115c5ec6-0526-4fd7-ab58-079b4a4ead68 · outbound
Spectral fluctuations and crossovers in multilayer network Feasta: A flexible and efficient accelerator for sparse tensor algebra in machine learning,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6f451acb-d70c-45a1-a1e5-f0898021c130 · outbound
Spectral fluctuations and crossovers in multilayer network Eyeriss: An energy- efficient reconfigurable accelerator for deep convolutional neural net- works,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 963f2f1d-fce5-4866-b0a3-341ceae8d386 · outbound
Spectral fluctuations and crossovers in multilayer network Cnvlutin: Ineffectual-neuron-free deep neural network computing,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8db6ac8b-c01d-4fb9-ab3e-9ef76523946b · outbound
Spectral fluctuations and crossovers in multilayer network Eyeriss v2: A flexible accelerator for emerging deep neural networks on mobile devices,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e292e20c-90e9-4203-92c5-90647fc2e4cc · outbound
Spectral fluctuations and crossovers in multilayer network Extensor: An accelerator for sparse tensor algebra,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 917643a2-477f-479a-9af0-b198e699ca4e · outbound
Spectral fluctuations and crossovers in multilayer network Matraptor: A sparse-sparse matrix multiplication accelerator based on row-wise product,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b8012fe1-5437-475a-8e3a-a8717f9eed4d · outbound
Spectral fluctuations and crossovers in multilayer network Gospa: An energy- efficient high-performance globally optimized sparse convolutional neu- ral network accelerator,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 43a92534-ef24-4f7e-bc92-98aa73c70641 · outbound
Spectral fluctuations and crossovers in multilayer network Outerspace: An outer product based sparse matrix multiplication accelerator,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f235991f-1a8e-46cf-a3b5-6ec49f7e0e80 · outbound
Spectral fluctuations and crossovers in multilayer network Scnn: An accelerator for compressed-sparse convolutional neural networks,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d55fe6f2-1289-40d4-ae73-618c19087e68 · outbound
Spectral fluctuations and crossovers in multilayer network Sigma: A sparse and irregular gemm ac- celerator with flexible interconnects for dnn training,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bcaa119-6dd6-477e-9d0d-86cb6f24651c · outbound
Spectral fluctuations and crossovers in multilayer network Sparten: A sparse tensor accelerator for convolutional neural networks,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1216d08-31ab-48fe-8b8d-e9de8b489896 · outbound
Spectral fluctuations and crossovers in multilayer network Sparsity-aware and re-configurable npu architecture for samsung flagship mobile soc,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6e22e17-1f5a-4bc2-a667-eb0102e7d3a9 · outbound
Spectral fluctuations and crossovers in multilayer network Sparseloop: An analytical, energy-focused design space exploration methodology for sparse tensor accelerators,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fd5627b9-81dd-49a9-97c2-1d907b629de9 · outbound
Spectral fluctuations and crossovers in multilayer network NVDLA Deep Learning Accelerator,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2db94fb8-4af1-4476-9fd8-b671a24a067f · outbound
Spectral fluctuations and crossovers in multilayer network Nvidia a100 tensor core gpu architecture,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e8852aaf-bbe2-421f-a351-4a68597f9e97 · outbound
Spectral fluctuations and crossovers in multilayer network A low-power general matrix multiplication acceler- ator with sparse weight-and-output stationary dataflow,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6e953c4e-1f90-4d48-bba5-b373f82322e7 · outbound
Spectral fluctuations and crossovers in multilayer network Sparch: Efficient architecture for sparse matrix multiplication,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7934cd24-ad83-46f6-af02-8a7d5e2e5a18 · outbound
Spectral fluctuations and crossovers in multilayer network Remap: A spatiotemporal cnn accelerator optimization methodology and toolkit thereof,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 04f5fe0b-e29a-41d8-900f-fb0d79af4627 · outbound
Spectral fluctuations and crossovers in multilayer network Gamma: automating the hw mapping of dnn models on accelerators via genetic algorithm,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5acef8f2-d94e-42f2-b45f-1575b9449952 · outbound
Spectral fluctuations and crossovers in multilayer network Confuciux: Autonomous hardware resource assignment for dnn accelerators using reinforcement learning,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ca78a0ff-91a6-435b-abd5-08cc3025e8c2 · outbound
Spectral fluctuations and crossovers in multilayer network Towards an auto- tuning system design for optimal sparse compression format selection with user expertise,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eee65595-089c-401f-ad2f-933df6657a96 · outbound
Spectral fluctuations and crossovers in multilayer network Cdpu: Co-designing compression and decompression processing units for hyperscale sys- tems,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9adbb885-3d87-4fe9-ad93-16a70ebb74cf · outbound
Spectral fluctuations and crossovers in multilayer network Extending sparse tensor accelerators to support multiple compression formats,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 42429ed8-c297-4548-8efa-ccc1d8212edf · outbound
Spectral fluctuations and crossovers in multilayer network Medea: A multi-objective evolutionary approach to dnn hardware mapping,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a1636e64-c4a4-4998-90ef-9990e576ecd9 · outbound
Spectral fluctuations and crossovers in multilayer network Learning by playing solving sparse reward tasks from scratch,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e44ce8df-e4ff-4b13-ae50-ce7f5db73183 · outbound
Spectral fluctuations and crossovers in multilayer network Dealing with Sparse Rewards in Reinforcement Learning
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b029c95-37b5-401c-a83e-b1dcb508ccaf · outbound
Spectral fluctuations and crossovers in multilayer network Dual- side sparse tensor core,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a5e16d1-14fa-452a-a546-1f653dec4adf · outbound
Spectral fluctuations and crossovers in multilayer network An overview of data compression techniques,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5d14b0af-3808-4056-a69c-504f050cfc15 · outbound
Spectral fluctuations and crossovers in multilayer network [Online]
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cd268939-c14d-4216-a471-9e947dbff452 · outbound
Spectral fluctuations and crossovers in multilayer network Integrated particle swarm optimization (i-pso): An adaptive design space exploration framework for power- performance tradeoff in architectural synthesis,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 75512641-81b5-4729-a08b-6aa7bdd78711 · outbound
Spectral fluctuations and crossovers in multilayer network Autonomous design of noise- mitigating structures using deep reinforcement learning,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 206bf1bc-afb2-4144-9787-8952ddc6e343 · outbound
Spectral fluctuations and crossovers in multilayer network A fast and elitist multiobjective genetic algorithm: Nsga-ii,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fb25c97-5659-4a00-a4f6-d6bc9dfe3be3 · outbound
Spectral fluctuations and crossovers in multilayer network Automated docking using a lamarckian genetic algorithm and an empirical binding free energy function,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fa564f48-ffbd-4e80-b724-a8db986c9f29 · outbound
Spectral fluctuations and crossovers in multilayer network Develop- ment and validation of a genetic algorithm for flexible docking,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1936b3ee-eb7c-4b2e-83f9-db2deb3c24bf · outbound
Spectral fluctuations and crossovers in multilayer network Multiobjective optimization using nondominated sorting in genetic algorithms,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7491282e-a612-4f18-a1d9-de1a5b397927 · outbound
Spectral fluctuations and crossovers in multilayer network Genetic algorithms in search, optimization and machine learning,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b9f32d2-256a-4ac3-86c1-276280aefbbe · outbound
Spectral fluctuations and crossovers in multilayer network Mitchell, An introduction to genetic algorithms
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f907264-b08d-436e-ae1d-a4d1efa77cd1 · outbound
Spectral fluctuations and crossovers in multilayer network Gene expression programming: A survey,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6f7d3f0b-0936-4044-98de-fc08df35ebae · outbound
Spectral fluctuations and crossovers in multilayer network A review of population initial- ization techniques for evolutionary algorithms,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 667bd2e2-1b99-4c96-a051-34be81174f0c · outbound
Spectral fluctuations and crossovers in multilayer network Initialization strategies and diversity in evolutionary timetabling,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 84bbce06-c421-4be8-b4c9-717355d1946f · outbound
Spectral fluctuations and crossovers in multilayer network Natural evolutionary strategies for variational quantum computation,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0c6b692f-cbaf-472a-b8e0-0a44f6fc42d9 · outbound
Spectral fluctuations and crossovers in multilayer network An advanced initialization technique for metaheuristic optimization: a fusion of latin hypercube sampling and evolutionary behaviors,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 39d42876-5b57-41ee-93b8-8057e446d85e · outbound
Spectral fluctuations and crossovers in multilayer network Latin hypercube initialization strategy for design space exploration of deep neural network architectures,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bf99cff0-79d5-4f08-9a92-66107af3fc4e · outbound
Spectral fluctuations and crossovers in multilayer network The initialization of evolutionary multi- objective optimization algorithms,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation da68bd34-2659-4959-baa2-0e7d0e175fb3 · outbound
Spectral fluctuations and crossovers in multilayer network A multistrategy differential evolution algorithm combined with latin hypercube sampling applied to a brain–computer interface to improve the effect of node displacement,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1ec7b2d9-2c3e-4526-8fc7-35a2fad0bed3 · outbound
Spectral fluctuations and crossovers in multilayer network Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1a21f8f-b948-4302-bbe6-eced416a5d9d · outbound
Spectral fluctuations and crossovers in multilayer network In-datacenter performance analysis of a tensor processing unit,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17fb0ba1-d11f-4eab-b96b-a97b1047e2be · outbound
Spectral fluctuations and crossovers in multilayer network Sparsegpt: Massive language models can be accurately pruned in one-shot,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.