Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:51:16.307408Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2505.03648.
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 2026-08-15T23:51:16.307408Z
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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f894b445-72fa-498b-882b-e7e29274a125 · outbound
Binding threshold units with artificial oscillatory neurons Hebbian learning from first principles
Reference 1
Source-reported events for the cited work
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Observation 392b8301-f46d-48ef-999c-45357ae6976a · outbound
Binding threshold units with artificial oscillatory neurons In search of dispersed memories: Generative diffusion models are associative memory networks
Reference 2
Source-reported events for the cited work
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Observation 265c9cdb-a6a0-4433-a390-0463bda20079 · outbound
Binding threshold units with artificial oscillatory neurons Using fast weights to attend to the recent past
Reference 3
Source-reported events for the cited work
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Observation df33cdfa-7dca-4a2f-b582-e96abadc27e7 · outbound
Binding threshold units with artificial oscillatory neurons Deep equilibrium models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1318c7fe-fd1b-4cc3-b426-3ec93bdebb6b · outbound
Binding threshold units with artificial oscillatory neurons Universal approximation bounds for superpositions of a sigmoidal function
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fcb5475-f3ae-4686-a691-590c7653257e · outbound
Binding threshold units with artificial oscillatory neurons JAX: composable transformations of Python+NumPy programs, 2018
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5801faea-7790-445e-a786-f13c82396731 · outbound
Binding threshold units with artificial oscillatory neurons Neuronal oscillations in cortical networks.science, 304(5679):1926– 1929, 2004
Reference 7
Source-reported events for the cited work
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Observation d4a31604-8263-4333-b1f5-602388ea35dd · outbound
Binding threshold units with artificial oscillatory neurons Symbolic discovery of optimization algorithms
Reference 8
Source-reported events for the cited work
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Observation fb495ea3-e7cb-453a-a0e6-9f55a34fa43a · outbound
Binding threshold units with artificial oscillatory neurons On the Properties of Neural Machine Translation: Encoder-Decoder Approaches
Reference 9
Source-reported events for the cited work
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Observation d67c4d7c-b3c0-4066-922d-1a5801f49bc0 · outbound
Binding threshold units with artificial oscillatory neurons Approximation by superpositions of a sigmoidal function
Reference 10
Source-reported events for the cited work
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Observation 57aeab22-ac0a-4c94-baf7-1bde6ea39780 · outbound
Binding threshold units with artificial oscillatory neurons The DeepMind JAX Ecosystem, 2020
Reference 11
Source-reported events for the cited work
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Observation 6b1f3ff8-6d6d-49ec-8bb2-a774e47a9e04 · outbound
Binding threshold units with artificial oscillatory neurons Synchronization in complex networks of phase oscillators: A survey
Reference 12
Source-reported events for the cited work
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Observation 7dd3fdc9-63c3-47fd-b13a-919261a6eb0a · outbound
Binding threshold units with artificial oscillatory neurons Brain oscillations and memory
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 5339ba95-1298-4694-a56d-21d413ffe19c · outbound
Binding threshold units with artificial oscillatory neurons Training spiking neural networks using lessons from deep learning
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 de7faadf-be35-475b-a25a-00df17b15d8f · outbound
Binding threshold units with artificial oscillatory neurons Nonlinear neural networks: Principles, mechanisms, and architectures
Reference 15
Source-reported events for the cited work
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Observation 94c90121-0fb2-436a-acd6-e4cf5fb8cc28 · outbound
Binding threshold units with artificial oscillatory neurons Hagberg, Daniel A
Reference 16
Source-reported events for the cited work
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Observation 4ed62add-08d5-48ff-a941-3c8c1c2fc3b0 · outbound
Binding threshold units with artificial oscillatory neurons Common oscillatory mechanisms across multiple memory systems
Reference 17
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 64934359-d2a7-4bc0-a96e-41bdd84f8191 · outbound
Binding threshold units with artificial oscillatory neurons Long short-term memory.Neural computation, 9(8):1735–1780, 1997
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3217990-9230-4308-89d8-8249611a37ef · outbound
Binding threshold units with artificial oscillatory neurons A universal abstraction for hierarchical hopfield networks
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 f64e81cc-278a-4c61-aecc-344301c90318 · outbound
Binding threshold units with artificial oscillatory neurons Energy transformer
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 5559d98c-8163-4000-a94e-33712d123a79 · outbound
Binding threshold units with artificial oscillatory neurons Neural networks and physical systems with emergent collective computational abilities
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation add4d3de-3846-488b-9dee-e624d7a46405 · outbound
Binding threshold units with artificial oscillatory neurons Neurons with graded response have collective computational properties like those of two-state neurons
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 c0823165-243a-444d-af24-bc0fe4df01d1 · outbound
Binding threshold units with artificial oscillatory neurons Oscillatory neurocomputers with dynamic connectivity
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 a64f37a8-0c3a-45d8-b9de-684f2e0a626a · outbound
Binding threshold units with artificial oscillatory neurons Weakly connected neural networks , volume 126
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa21f891-9c6e-47b5-b16b-e4137923b3fe · outbound
Binding threshold units with artificial oscillatory neurons Lora: Low-rank adaptation of large language models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd009de9-40bd-4db8-b63c-2c168be70c30 · outbound
Binding threshold units with artificial oscillatory neurons Exploring weight symmetry in deep neural networks
Reference 26
Source-reported events for the cited work
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Observation bb70ac00-d225-4463-8294-c99de07c4f9c · outbound
Binding threshold units with artificial oscillatory neurons Weakly pulse-coupled oscillators, fm interactions, synchronization, and oscillatory associative memory
Reference 27
Source-reported events for the cited work
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Observation 2e1e607a-9864-4f95-9f66-402f435345ac · outbound
Binding threshold units with artificial oscillatory neurons Simple model of spiking neurons
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 778a74dc-3e66-4ca0-8399-00a283f85bb1 · outbound
Binding threshold units with artificial oscillatory neurons A new hybrid routing protocol using a modified k-means clustering algorithm and continuous hopfield network for vanet
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 8ec35868-813c-49d8-9c05-0dc7780b1222 · outbound
Binding threshold units with artificial oscillatory neurons A spacetime perspective on dynamical computation in neural information processing systems
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 543ac4e8-af7c-4148-94cf-4ad596cab3aa · outbound
Binding threshold units with artificial oscillatory neurons On Neural Differential Equations
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5cb7cb7-25f6-432b-8e58-9ff7211e46dd · outbound
Binding threshold units with artificial oscillatory neurons Equinox: neural networks in JAX via callable PyTrees and filtered transformations
Reference 32
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 6c700d09-73b4-472e-bf38-113c55e7da0e · outbound
Binding threshold units with artificial oscillatory neurons Biological computations: limitations of attractor-based formalisms and the need for transients
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 a703b1ae-584d-4b68-8569-8039b3140f1e · outbound
Binding threshold units with artificial oscillatory neurons Hierarchical Associative Memory
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 535b201f-21fe-452d-96db-3cf12ed9a173 · outbound
Binding threshold units with artificial oscillatory neurons Dense associative memory for pattern recognition
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92e21dec-71f1-4ca6-adf0-56e78bac3068 · outbound
Binding threshold units with artificial oscillatory neurons Chemical Oscillations, Waves, and Turbulence
Reference 37
Source-reported events for the cited work
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Observation ec6e1148-18b6-49a4-a8db-92ec1fec9e08 · outbound
Binding threshold units with artificial oscillatory neurons Deep learning
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b853255e-d2eb-4fee-9b15-074f14341053 · outbound
Binding threshold units with artificial oscillatory neurons Mnist handwritten digit database
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d0ce5fd-135f-4732-a435-c7d15827681e · outbound
Binding threshold units with artificial oscillatory neurons Image segmentation with traveling waves in an exactly solvable recurrent neural network
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 06c9d7f1-f557-4dfc-839d-1cedb9991e76 · outbound
Binding threshold units with artificial oscillatory neurons Convolutional neural networks as a model of the visual system: Past, present, and future
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 e12196fa-8a19-4335-a5eb-8633a21264cc · outbound
Binding threshold units with artificial oscillatory neurons Non-Abelian Kuramoto models and synchronization
Reference 42
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 f4c4553d-26fd-4c21-a3f5-9edbe28f6eb9 · outbound
Binding threshold units with artificial oscillatory neurons Rotating features for object discovery
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 4c620061-cfb6-4f84-abe7-6d16da33839a · outbound
Binding threshold units with artificial oscillatory neurons Networks of spiking neurons: the third generation of neural network models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 750522d9-cbe9-4738-b1b3-57ce6f779cee · outbound
Binding threshold units with artificial oscillatory neurons Characterizing cancer subtypes as attractors of hopfield networks
Reference 45
Source-reported events for the cited work
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Observation ba7a14c2-a1ee-4baf-92ed-9f32f744c2dd · outbound
Binding threshold units with artificial oscillatory neurons Oscillator array models for associative memory and pattern recognition
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 2e1e2c48-d99b-4d54-94d3-91c3d74ab894 · outbound
Binding threshold units with artificial oscillatory neurons Almost global convergence to practical synchronization in the generalized kuramoto model on networks over the n-sphere
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 2ade9de9-620d-484c-842b-5e4a826e8834 · outbound
Binding threshold units with artificial oscillatory neurons A logical calculus of the ideas immanent in nervous activity
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 0d8f0f2a-8f4f-44dc-9ec0-8cf81765fa83 · outbound
Binding threshold units with artificial oscillatory neurons Artificial Kuramoto Oscillatory Neurons
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02918196-c9a3-40a4-8ae7-facef2dab9c0 · outbound
Binding threshold units with artificial oscillatory neurons Memorization to generalization: The emergence of diffusion models from associative memory
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 976c6156-f898-47f1-bd9f-3ccc0607c1a6 · outbound
Binding threshold units with artificial oscillatory neurons Hopfield Networks is All You Need
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fd4f315-0017-485b-9afe-9b2a63062ba9 · outbound
Binding threshold units with artificial oscillatory neurons End-to-end differentiable clustering with associative memories
Reference 52
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 444f820d-4ceb-47d9-9219-f986bad44c40 · outbound
Binding threshold units with artificial oscillatory neurons Associative memories via predictive coding
Reference 53
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 07535f2b-8f27-467c-96cf-21a4710f6bc9 · outbound
Binding threshold units with artificial oscillatory neurons Reducing the ratio between learning complexity and number of time varying variables in fully recurrent nets
Reference 54
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 0fb36519-5959-43ef-9cad-21cf92b56d89 · outbound
Binding threshold units with artificial oscillatory neurons Deep learning in neural networks: An overview
Reference 55
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 2e4a9d85-ab78-4a7f-8497-a58d012d5dce · outbound
Binding threshold units with artificial oscillatory neurons Large Associative Memory Problem in Neurobiology and Machine Learning
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09a0346a-9d99-4d61-99c6-20109f9a55b9 · outbound
Binding threshold units with artificial oscillatory neurons Processes and measurements: a framework for understanding neural oscillations in field potentials
Reference 57
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 86e686ac-c53a-472c-8dfb-ce0601bb8a7f · outbound
Binding threshold units with artificial oscillatory neurons Collective dynamics of ‘small-world’networks
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58c6b79a-1226-451f-9ce6-d5984b07afc3 · outbound
Binding threshold units with artificial oscillatory neurons Modern hopfield networks and attention for immune repertoire classification
Reference 59
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 10be6527-4af5-4445-8e75-5509418e82f1 · outbound
Binding threshold units with artificial oscillatory neurons encoding capacity
Reference 60
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.
No inbound Pith citation observations are available.