Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:43:26.054845Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2505.12292.
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 2026-08-15T20:43:26.054845Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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 15d6057f-ec32-4653-b8cc-c5edca5e19e8 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Truenorth: Design and tool flow of a 65 mw 1 million neuron programmable neurosynaptic chip,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7f8a52d4-7833-4ee1-9658-d4a5e3f9467a · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks A low power, fully event-based gesture recognition system,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a3096bbd-0c3e-4286-89d2-ad65cb71ea18 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks A low power, fully event-based gesture recognition system,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1b41b68f-5a6b-4655-b2e9-c8eeee5ab1fe · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Hard- ware/software co-design with adc-less in-memory computing hardware for spiking neural networks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 967a8740-1768-4d6e-84b7-7c75fdbd665e · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Are snns truly energy-efficient?—a hardware perspective,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f803fabf-d005-46eb-8e6e-d4b3807ac418 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Efficient biologically-plausible training of spiking neural networks with precise timing,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 51f4a5b4-eba6-425b-bb4b-ef0606ce35ab · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Comparison of classifier methods: a case study in handwritten digit recognition,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f01f2aae-fdee-4693-b8ec-00f3d4bbea4a · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Eyeriss: An energy- efficient reconfigurable accelerator for deep convolutional neural net- works,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e6bd069e-e7b0-4970-8ee9-7248e0ccdbca · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Taking neuromorphic computing to the next level with loihi 2,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cc930a45-3bf2-4ce9-b736-15bfd90341e9 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Loihi: A neuromorphic manycore processor with on-chip learning,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b309531f-051b-460a-afe5-c19ad14f4f14 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks A large-scale model of the functioning brain,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f906718f-b981-4430-b91b-8eaeb34f826a · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Neural architecture search: A survey,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afec5264-abf5-4739-8757-5afc6ea30d83 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Audio and image cross-modal intelligence via a 10tops/w 22nm soc with back-propagation and dynamic power gating,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fffd024d-d6af-4cc0-89be-5e62a3be303e · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Aimmi: Audio and image multi-modal intelligence via a low-power soc with 2-mbyte on- chip mram for iot devices,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 17228c92-3c50-4937-8cd8-f5f5d24de167 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Sparse coding,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 10fdbc4f-875a-46cd-9bcf-15438c72ded0 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks The spinnaker project,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5640cb90-8b79-499d-88ac-5f93ef549c36 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks The spinnaker project,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 028cfa3d-e80a-42e9-a39b-b66cc09582f9 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Highly efficient neuromorphic learning system of spiking neural network with multi-compartment leaky integrate-and-fire neurons,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 483eea61-9f19-4bf4-b6f6-3405ff763d43 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks A survey of fpga-based neural network accelerator,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 88e8846d-fa26-4fa1-825a-930e33275256 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks A quantitative description of membrane current and its application to conduction and excitation in nerve,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0563e945-d259-4411-9e0d-8a9557af1415 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Hybrid macro/micro level backpropagation for training deep spiking neural networks,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5b450f61-63a6-4a6a-b816-337876b8c13e · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks In-datacenter performance analysis of a tensor processing unit,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d5c9b5c-90f9-4519-bf3c-a44651cc2a55 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Understanding reuse, performance, and hardware cost of dnn dataflow: A data-centric approach,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96ade45c-8b7c-411a-92bd-e42864f2fcbb · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Reconfigurable dataflow optimization for spatiotem- poral spiking neural computation on systolic array accelerators,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37b965d5-20df-47ba-845f-5980273cf56f · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Parallel time batching: Systolic-array acceleration of sparse spiking neural computation,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 917d8de1-51f7-4275-a080-63c277bebfa2 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Cifar10-dvs: An event-stream dataset for object classification,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e383068-6501-4673-91b7-327701de206a · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks H2learn: High-efficiency learning accelerator for high-accuracy spiking neural networks,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 98455a6d-bc34-4ee7-82f6-d737512230a5 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Sparse compressed spiking neural network accelerator for object detection,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f97e4466-1baa-486c-b27d-a8b38159d02d · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Networks of spiking neurons: The third generation of neural network models,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2eddbe42-62cc-4abd-a44b-662ef3168a6e · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks SpiNNaker 2: A 10 Million Core Processor System for Brain Simulation and Machine Learning
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e392ced-f7e6-4e2c-a619-61bd539023ca · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Cacti 6.0: A tool to model large caches,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a3d49c80-c6c3-4ad8-b606-ef0e1100e0ff · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Spinalflow: An architecture and dataflow tailored for spiking neural networks,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9ea37eb-69ab-47a6-a9e7-777f90df1e46 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Converting static image datasets to spiking neuromorphic datasets using saccades,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 910ae573-ef2f-44a0-b0cc-f904cc802326 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Spinnaker: A 1-w 18-core system-on-chip for massively-parallel neural network simulation,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 23eb0063-19d0-4f1d-b7fb-60d4443b839b · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5414afc8-bece-4dae-9a6c-af5d71b704ac · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Scale- sim: Systolic cnn accelerator,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8851d5fe-8967-4087-8d4e-e3c715739cd1 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks SLAYER: Spike Layer Error Reassignment in Time
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 425c36e0-c64e-4ddb-afcf-880c26325ecf · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Deep learning in spiking neural networks,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2ad3f946-8e0b-4384-bfbf-ec67b1808e9b · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Sies: A novel implementation of spiking convolutional neural network inference engine on field-programmable gate array,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5f499132-b400-41c5-9a72-16b55d987805 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Compsnn: A lightweight spiking neural network based on spatiotemporally compressive spike features,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 44137f63-3935-4626-8447-11ab85be0b4d · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Spiking Transformer Hardware Accelerators in 3D Integration
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8aa85490-e6c9-4ede-adb9-6bb8a5c07066 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Towards 3D Acceleration for low-power Mixture-of-Experts and Multi-Head Attention Spiking Transformers
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b173eae0-0614-497f-9179-fd7e815aedde · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Trimming Down Large Spiking Vision Transformers via Heterogeneous Quantization Search
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 20c5c2f3-a060-428f-a02a-cf6f92ed53b0 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Workload-balanced pruning for sparse spiking neural networks,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8857b105-e914-47c4-b6ec-b2ed8998cffc · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Mint: Multiplier-less integer quantization for energy efficient spiking neural networks,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6e892d05-8784-47a7-82c1-5997801e5e4f · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Sata: Sparsity-aware training accelerator for spiking neural networks,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bc94e5f4-1151-4265-a15a-ee1434910f2a · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Gpu-based simulation of spiking neural networks with real-time performance & high accuracy,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5682c1f0-059a-4288-b662-96d78aa7e9f8 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Spike-train level backpropagation for training deep recurrent spiking neural networks,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f6748b35-6805-4acd-8336-62f25142d579 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Temporal spike sequence learning via backpropagation for deep spiking neural networks,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a0f29458-ca84-42c1-8c79-d6dfc1665f40 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks A digital liquid state machine with biologically inspired learning and its application to speech recognition,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3ed6cd85-4e03-4b43-a598-92a23aa1f08a · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Available: https://www.sciencedirect.com/science/article/ pii/S0893608097000117 13
Reference 1997
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 864cc58b-bf7f-4928-998b-a1ecfc4c12cf · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Available: https://www.frontiersin.org/articles/10.3389/ fnins.2017.00309
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ffb8db4-a008-49b3-89fd-d6e88e503c37 · outbound
SpikeX: Exploring Accelerator Architecture and Network-Hardware Co-Optimization for Sparse Spiking Neural Networks Available: https://www.frontiersin.org/articles/10.3389/ fnins.2022.929644
Reference 2022
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.