Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:33:06.955163Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.02510.
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 2026-08-06T20:33:06.955163Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 03c92b56-898b-4f20-a1cc-81813d9de914 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Brain computer interfaces, a review,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fee792fd-cce8-4e7c-9ae9-dbd281eb0ad1 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Brain – Computer Interface Spellers: A Review,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07894d8f-4c0e-42e6-98f6-dd2fc433744c · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Combining generative adversarial networks and multi-output CNN for motor imagery classification,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 92bfd6bb-d731-4bc1-8dd3-2b703e27716e · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Autoreject: Automated artifact rejection for MEG and EEG data,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76bdbeaf-92d5-4843-aa4a-af002f08df03 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Generative adversarial networks in EEG analysis: an overview,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fc2af354-72de-4fe8-b67d-98d09351e266 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab33898d-3c8f-4498-9fbe-0b5ebfb64793 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Separated channel convolutional neural network to realize the training free motor imagery BCI systems,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d17c6a8-fe44-4a4d-8ed7-a78e81a0c2de · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Cross-Subject EEG Signal Classification with Deep Neural Networks Applied to Motor Imagery,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04425bdb-fa1b-423c-866f-67acaba8bf33 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Fusion Convolutional Neural Network for Cross-Subject EEG Motor Imagery Classification,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5a57059e-0758-4041-8930-266e515c4bbf · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Deep Learning Based Inter - subject Continuous Decoding of Motor Imagery for Practical Brain -Computer Interfaces,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5d33c55-0b61-4f29-848c-3ece7ec2324f · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification CNN -based Approaches For Cross -Subject Classification in Motor Imagery: From the state -of-the-art to dynamicnet,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e662b962-1a03-4c92-89c0-8c579ec76401 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Dual Attention Relation Network With Fine-Tuning for Few -Shot EEG Motor Imagery Classification,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f55c5cf8-1a9f-48b6-ac78-008522493f6b · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Excellent fine-tuning: From specific-subject classification to cross-task classification for motor imagery,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3e4ca940-12c3-4f3a-a67e-f1ea099aefe4 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification A novel deep learning approach for classification of EEG motor imagery signals,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13a0775c-6bea-41dd-b41c-5f751fe24418 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Data augmentation for motor imagery signal classification based on a hybrid neural network,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 54523373-96cb-47df-810f-38747837e8ef · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification 4 -class mi-eeg signal generation and recognition with cvae-gan,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d959899b-f315-484a-a060-448b5c96f169 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Motor Imagery Classification Enhancement using Generative Adversarial Networks for EEG Spectrum Image Generation,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00493f22-1998-489b-ba27-c6b15398d8a4 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Toward calibration -free motor imagery brain –computer interfaces: a VGG -based convolutional neural network and WGAN approach,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf5e1981-0403-4246-8924-4855888b7013 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification CNN based classification of motor imaginary using variational mode decomposed EEG -spectrum image,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 77dc3fef-77a4-4db1-99b4-f5c815e04c8e · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification EEG-Based Classification of Lower Limb Motor Imagery with STFT and CNN,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 01a829a2-75ce-499c-a39a-bd351c007e5e · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Short -time Fourier transform and embedding method for recurrence quantification analysis of EEG time series,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7bf02423-5607-4bfa-993a-bd0d84626872 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Signal Estimation from Modified Short -Time Fourier Transform,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5be81849-d99f-4923-90b8-4424c8d5cf42 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification BCI Competition IV
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 86ab7ea0-035a-4712-b1b8-e15f149ec8fc · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Wavelet Transform Time-Frequency Image and Convolutional Network- Based Motor Imagery EEG Classification,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c18da23d-132f-4dc1-a543-802080637939 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification BCI Competition 2008-Graz data set A Experimental paradigm,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 18326323-2338-440d-8403-10f3f249cf86 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification ‘BCI competition 2008 –Graz data set B’ ,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c07f6b38-a87d-477c-a75f-4b8e914f4dba · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Validation of the g.tec Unicorn Hybrid Black wireless EEG system,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation efe4c113-b2de-4b28-85ab-af7dcef3cc3e · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Generalized digital butterworth filter design,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 989cd1af-589a-4368-94cb-7c45cc5b2078 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification A compact multi -branch 1D convolutional neural network for EEG-based motor imagery classification,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99b46321-1db1-4d48-b631-3a2ef5d9c96c · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7588d4f-4e05-4583-8c6d-bc425076db4c · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification P-TELU: Parametric Tan Hyperbolic Linear Unit Activation for Deep Neural Networks,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3df89d62-7bb2-494a-b485-81ce47204644 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Improving the efficiency of RMSProp optimizer by utilizing Nestrove in deep learning,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26f2e18f-9047-486e-85b4-867eb85afcb6 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Cross-Entropy Loss Functions: Theoretical Analysis and Applications
Reference 33
Source-reported events for the cited work
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Observation 5110ce9f-7a93-4979-ace1-e87de83c7611 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Understanding and Improving Early Stopping for Learning with Noisy Labels,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 338e175d-4304-48cf-a3f4-bb9609c57150 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification MSATNet: multi-scale adaptive transformer network for motor imagery classification,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c47cb413-3589-4214-be8e-7925c7497212 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Analysis of small sample size studies using nonparametric bootstrap test with pooled resampling method,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d85bf9da-0d2c-43af-b2af-2b223fce8f14 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Deep Learning for EEG motor imagery classification based on multi -layer CNNs feature fusion,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aa606dc-4387-4678-823f-a8af8c2046c7 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification EISATC -Fusion: Inception Self - Attention Temporal Convolutional Network Fusion for Motor Imagery EEG Decoding,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6656ef0b-3b8a-4696-99c0-033a7d5e7e74 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Seizure Prediction in EEG Signals Using STFT and Domain Adaptation,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bf38ed34-ee68-4acb-be64-78bf36020442 · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification EEG classification across sessions and across subjects through transfer learning in motor imagery -based brain-machine interface system,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f3a31c7f-681b-4f9f-a63d-0c30ad51646b · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Improving cross -subject classification performance of motor imagery signals: a data augmentation -focused deep learning framework,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a44cb329-6c32-47ea-b661-53dbb07e8a1c · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Unresolved cited work
Reference 2012
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3511dcd-89d1-460f-b248-a5df9e08928e · outbound
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification Understanding and Improving Early Stopping for Learning with Noisy Labels
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.