Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:10:54.672437Z
Paper Citation Record · LEDGER
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering
As of 14 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2412.17977.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
Reference resolution
20 of 20 outbound references displayed
- verified exact2
- verified fuzzy14
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 26a2136b-0ace-432a-8427-e5c0131bcf01 · outbound
This paper cites Time-series clustering–a decade review,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Time-series clustering–a decade review,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.898828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cba795dc-e8b5-4d1f-a40a-6e73b382890b · outbound
This paper cites Unsupervised clustering of time series signals using neuromorphic energy-efficient temporal neural networks,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Unsupervised clustering of time series signals using neuromorphic energy-efficient temporal neural networks,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.888494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9090b491-7a4d-4eb6-b1bf-5ac25485ab49 · outbound
This paper cites Asap7: A 7-nm finfet predictive process design kit,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Asap7: A 7-nm finfet predictive process design kit,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.877963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f5400405-f3cd-41de-8706-34f8d32d86af · outbound
This paper cites The UCR time series classi- fication archive,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering The UCR time series classi- fication archive,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.867473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5c2c88c9-180e-476a-8491-a28cee2b4e2e · outbound
This paper cites Deep learning,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Deep learning,
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T05:10:54.614353Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9783db6b-4d14-4728-a732-739bd17c11de · outbound
This paper cites Learning representations for time series clustering,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Learning representations for time series clustering,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.850644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 868cf55d-f171-40f6-b256-8c471c99a3b2 · outbound
This paper cites A microarchitecture implementation framework for online learning with temporal neural networks,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering A microarchitecture implementation framework for online learning with temporal neural networks,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.840050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ec96c558-c0e2-48a9-ad3b-a474bcca3a4b · outbound
This paper cites Tnn7: A custom macro suite for implementing highly optimized designs of neuromorphic tnns,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Tnn7: A custom macro suite for implementing highly optimized designs of neuromorphic tnns,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.829751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cc1394e7-5b4e-4575-8f37-4092c3cbd8bb · outbound
This paper cites (2022) Ai is harming our planet: addressing ai’s staggering energy cost.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering (2022) Ai is harming our planet: addressing ai’s staggering energy cost
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.819665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7d665d22-e1af-411d-a1c2-27414c022a01 · outbound
This paper cites Ascend-freepdk45: An open source standard cell library for asyn- chronous design,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Ascend-freepdk45: An open source standard cell library for asyn- chronous design,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.809374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a2d2a656-87c1-413d-a383-a100db699112 · outbound
This paper cites (2018) Ai and compute.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering (2018) Ai and compute
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.798336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b01e050a-d522-4260-afc7-e440bc40ad29 · outbound
This paper cites Pytorch: An imperative style, high-performance deep learning library,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Pytorch: An imperative style, high-performance deep learning library,
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T05:10:54.641427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c723405-7e16-44c7-a8a2-3f577547327a · outbound
This paper cites Cortical columns computing systems: Microar- chitecture model, functional building blocks, and design tools,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Cortical columns computing systems: Microar- chitecture model, functional building blocks, and design tools,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.781512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 364daa57-d517-4c40-8929-0d381ecb5907 · outbound
This paper cites Space-time algebra: A model for neocortical computation,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Space-time algebra: A model for neocortical computation,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.770785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a180b43e-bd74-4dbd-b3f5-4fd6888f2bf5 · outbound
This paper cites Space-time computing with temporal neural networks,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Space-time computing with temporal neural networks,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.758415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 59601937-1e49-4e2c-ba62-b1d35e43b1a8 · outbound
This paper cites A Temporal Neural Network Architecture for Online Learning.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering A Temporal Neural Network Architecture for Online Learning
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T05:10:54.736139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a378c423-426f-44ee-ac93-77e31ca195ac · outbound
This paper cites Pyverilog: A python-based hardware design processing toolkit for verilog hdl,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Pyverilog: A python-based hardware design processing toolkit for verilog hdl,
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T05:10:54.660407Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 582f4fcd-a122-4e44-8ff3-8aceabdad328 · outbound
This paper cites The Computational Limits of Deep Learning.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering The Computational Limits of Deep Learning
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T05:10:54.663968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54be10b8-c289-430a-b810-d45f90b65aae · outbound
This paper cites Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T05:10:54.713196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4edbea3f-4a08-4e63-8311-1e0d742e53c5 · outbound
This paper cites Salient subsequence learning for time series clustering,.
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering Salient subsequence learning for time series clustering,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T05:10:54.746608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
No inbound Pith citation observations are available.