Paper Citation Record · LEDGER

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware

As of 22 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2412.02619.

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

pith.paper-citation-record.v1
2412.02619 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:18:23.254493Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

22 of 22 outbound references displayed

verified exact3
verified fuzzy6
unresolved9
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44aee7fe-8210-479c-aea4-cb488bea7ee8 · outbound

This paper cites Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:18:23.974326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0a29cf45-5de4-4acf-b43c-c292abb66ad4 · outbound

This paper cites The cell-type specific cortical microcircuit: Relating structure and activity in a full- scale spiking network modela,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware The cell-type specific cortical microcircuit: Relating structure and activity in a full- scale spiking network modela,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.153187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab0cd41-1c47-41a0-bf10-5325f595ce1a · outbound

This paper cites Sub-realtime simulation of a neuronal network of natural density,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Sub-realtime simulation of a neuronal network of natural density,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:18:23.960250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c708993c-e94e-4b3d-b0cb-b7d9e55cb042 · outbound

This paper cites Extremely scalable spiking neuronal network simulation code: From laptops to exascale computers,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Extremely scalable spiking neuronal network simulation code: From laptops to exascale computers,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:18:23.946347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d4adc3d2-f8c5-41ea-a2ba-1b752cdacafc · outbound

This paper cites CoreNEURON: An optimized compute engine for the NEURON simulator,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware CoreNEURON: An optimized compute engine for the NEURON simulator,

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-11T23:18:23.173055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31131c5f-19ef-47b4-b751-bc716430ec92 · outbound

This paper cites Herten et al.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Herten et al

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:18:23.932939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a81209e2-9a91-4bac-9102-6ee6c9ef815f · outbound

This paper cites Large-scale neuromorphic spiking array processors: A quest to mimic the brain,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Large-scale neuromorphic spiking array processors: A quest to mimic the brain,

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-11T23:18:23.182223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d14f3e2b-b85b-49db-88f8-cfdfd1f38000 · outbound

This paper cites Full wafer redistribution and wafer embedding as key technologies for a multi-scale neu- romorphic hardware cluster,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Full wafer redistribution and wafer embedding as key technologies for a multi-scale neu- romorphic hardware cluster,

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T23:18:23.690516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ec0e7b1d-4de6-4be2-84f6-2a4616c569f2 · outbound

This paper cites Adaptive exponential integrate-and- fire model,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Adaptive exponential integrate-and- fire model,

Reference 9

Resolution: verified exact; doi, observed 2026-08-11T23:18:23.375110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6c6a87ae-3668-4b81-b611-c35912d34c2c · outbound

This paper cites From clean room to machine room: Commissioning of the first-generation Brain- ScaleS wafer-scale neuromorphic system,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware From clean room to machine room: Commissioning of the first-generation Brain- ScaleS wafer-scale neuromorphic system,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.195961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ddcaf6c-72b5-4413-a4fb-e856c33659c9 · outbound

This paper cites PyNN: A common interface for neuronal network simulators,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware PyNN: A common interface for neuronal network simulators,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.200673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fdc0048-cc09-4001-a66f-eed6ea7533c6 · outbound

This paper cites NEST (NEural Simulation Tool),.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware NEST (NEural Simulation Tool),

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.205208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33421e7e-847a-44c7-aa8d-0052183ec453 · outbound

This paper cites Large-scale experiments on wafer-scale neuromorphic hardware,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Large-scale experiments on wafer-scale neuromorphic hardware,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:18:23.919884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca199c62-dbb0-4611-ae39-8e91351dfb92 · outbound

This paper cites Scalability of asynchronous networks is limited by one-to-one mapping between effective connectivity and correlations,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Scalability of asynchronous networks is limited by one-to-one mapping between effective connectivity and correlations,

Reference 14

Resolution: verified exact; doi, observed 2026-08-11T23:18:23.336759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f1518b5b-fac3-4634-889d-6995c99084f8 · outbound

This paper cites Characterization and com- pensation of network-level anomalies in mixed-signal neuromorphic modeling platforms,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Characterization and com- pensation of network-level anomalies in mixed-signal neuromorphic modeling platforms,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:18:23.904739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 886761d3-3f15-4b80-9389-90b62772899a · outbound

This paper cites The operating system of the neuromor- phic BrainScaleS-1 system,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware The operating system of the neuromor- phic BrainScaleS-1 system,

Reference 16

Resolution: verified exact; doi, observed 2026-08-11T23:18:23.319940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4f7f0ec6-4d67-4591-8fe4-2685147d90c5 · outbound

This paper cites neuroAIx-framework: Design of future neuroscience simulation systems exhibiting execution of the cortical microcircuit model 20 × faster than biological real-time,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware neuroAIx-framework: Design of future neuroscience simulation systems exhibiting execution of the cortical microcircuit model 20 × faster than biological real-time,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.231814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e2f2c0-553e-459b-86b1-843fbd79b757 · outbound

This paper cites Simulating the cortical microcir- cuit significantly faster than real time on the ibm inc- 3000 neural supercomputer,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Simulating the cortical microcir- cuit significantly faster than real time on the ibm inc- 3000 neural supercomputer,

Reference 18

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T23:18:23.543455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ebad5d90-9d7d-4276-ae01-a6fbf44522d1 · outbound

This paper cites Real-time cortical simulation on neu- romorphic hardware,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Real-time cortical simulation on neu- romorphic hardware,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.242926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b4869dc-3c99-4320-97c9-aafaf4d040d5 · outbound

This paper cites Benchmarking neuromorphic hard- ware and its energy expenditure,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Benchmarking neuromorphic hard- ware and its energy expenditure,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.249101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c94c6b30-c61b-489e-8fde-a4f06d75eb89 · outbound

This paper cites The BrainScaleS-2 accelerated neu- romorphic system with hybrid plasticity,.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware The BrainScaleS-2 accelerated neu- romorphic system with hybrid plasticity,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.254493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeec45cd-6c9a-4510-8673-2965bb37ef42 · outbound

This paper cites an unresolved cited work.

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware Unresolved cited work

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-11T23:18:23.167836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.