Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T09:27:13.053955Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 0 inbound Pith citation observations for arXiv:2510.15371.
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 2026-08-04T09:27:13.053955Z
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
91 of 91 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 287bd2d8-ad14-46cc-814c-d102f1ecea09 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals write newline
Reference 1
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Observation a0223ced-74d7-4d22-b824-1a09e41288b8 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Deep learning in EEG-based BCIs: a comprehensive review of transformer models, advantages, challenges, and applications
Reference 2
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Observation 41fe5a67-9260-4601-a04d-9a3d0bb2a2a0 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting
Reference 3
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Observation 59409af5-797f-4324-84cb-031d70bb8604 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: A review
Reference 4
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Observation 9ecf1d17-bfe9-424b-befe-05a06f5ec478 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Layer Normalization
Reference 5
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Observation 1d213647-3084-4387-a3ba-186f9723181d · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
Reference 6
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Observation 868d29f9-c674-418f-825e-0e5fbcb29122 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Accurate medium-range global weather forecasting with 3D neural networks
Reference 7
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Observation e1ff2226-eedb-4f87-a0ca-38fc320d179e · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals u ller, Dean Krusienski, Gerwin Schalk, Jonathan Wolpaw, Alois Schl \
Reference 8
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Observation dd275293-d2f8-49e5-ab96-770fb381f41a · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals u ller-Putz, Alois Schl \
Reference 9
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Observation c2f11f3a-2138-461c-a963-502cddb5c6a2 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals EEG datasets for motor imagery brain--computer interface
Reference 10
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Observation d9af03e2-7fca-4989-b425-e6aa7d5a2995 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Reference 11
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Observation 8386f80a-6f69-45f1-88b0-99cf31a69c73 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals EEG is better left alone
Reference 12
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Observation d28818f5-69de-4242-a39e-4d4040a6f860 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Chris Dijkerman and Edward H
Reference 13
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Observation 8eef8912-382d-4f5c-bf8c-8e0b3877fec1 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals TSception:A Deep Learning Framework for Emotion Detection Using EEG
Reference 14
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Observation ddf52674-85e7-4ea6-8576-6006e3e96cd9 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 15
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Observation 885e8250-acd1-4022-851d-4c3a2d0519ad · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Wavelet Convolutional Neural Networks
Reference 16
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Observation 6d02e219-f92c-4182-9d28-ef452430d0d5 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Uni TS : A Unified Multi-Task Time Series Model
Reference 17
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Observation 86ea23b8-f4e1-4639-aa51-76dd3aeaac1f · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals It’s Raw! Audio Generation with State-Space Models
Reference 18
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Observation 8d3ec4dd-de0c-4a90-9e95-ad32310d4551 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 19
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Observation bef2f1ac-5ed8-4ce4-9630-586df347c0e3 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals HiPPO: Recurrent Memory with Optimal Polynomial Projections
Reference 20
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Observation f7d210b2-9982-45d4-bab9-fa36e77b64a3 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers
Reference 21
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Observation 7265daa9-718a-40dd-82d6-9912813ab93f · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Efficiently Modeling Long Sequences with Structured State Spaces
Reference 22
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Observation 9070ecc1-5c9f-4dc2-9dc9-c1fbfd5f2355 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification
Reference 23
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Observation ce243eca-e7c6-4a59-9476-871e5783e681 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration
Reference 24
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Observation ec79d925-ab96-4a73-8e8b-0b822f08ed81 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Flatten Transformer: Vision Transformer using Focused Linear Attention
Reference 25
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Observation 53842282-7307-4346-8bf4-50a641971f0f · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states
Reference 26
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Observation 85b93e7c-bf7a-47c5-867c-fb2df1870cd1 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns
Reference 27
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Observation fc80274d-5ffb-4436-867a-3d35d410a991 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Batch normalization: accelerating deep network training by reducing internal covariate shift
Reference 28
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Observation 2eb6675d-348f-4138-af3c-d63dbdd246fb · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
Reference 29
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Observation 105fdca1-3c11-44d8-b659-0dd82f0b86d7 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation
Reference 30
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Observation 2601ba8e-732d-445c-89f3-37956625dbfb · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Unresolved cited work
Reference 31
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Observation 1f15d35b-49ab-4c01-a616-d345b71f226c · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Flare Transformer: Solar Flare Prediction using Magnetograms and Sunspot Physical Features
Reference 32
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Observation d43f34e3-e1e5-477e-b8e3-373af66f6c62 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals A large electroencephalographic motor imagery dataset for electroencephalographic brain computer interfaces
Reference 33
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Observation 27ea8308-14b8-4700-a605-5bb3a974cdff · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift
Reference 34
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Observation 53417522-e5a4-4375-9d84-7c6fa290feca · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals The ten-twenty electrode system of the international federation
Reference 35
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Observation 26b81901-e73b-45f1-81e4-74753006da36 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals An experimental review on deep learning architectures for time series forecasting
Reference 36
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Observation 5934915f-10ad-48b7-bb1e-0c06d1fd6053 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals EEGNet: A Compact Convolutional Neural Network for EEG-based Brain--Computer Interfaces
Reference 37
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Observation d049d700-345e-472f-9aed-24a5e8e9cc11 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy
Reference 38
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Observation 06c28e0e-5142-4ebd-975d-762f1a788b40 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Frozen Language Model Helps ECG Zero-Shot Learning
Reference 39
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Observation 501289c8-deb1-4a23-a57b-4017816f344a · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals SPMamba: State-space model is all you need in speech separation
Reference 40
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Observation bb5d43b3-b571-4e8c-b5a0-0502ee600c17 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Foundation models for time series analysis: A tutorial and survey
Reference 41
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Observation 03134ae9-f364-4864-83a1-220669f08116 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Multi-Level Wavelet Convolutional Neural Networks
Reference 42
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Observation 864fc1b6-b4a2-4fc9-8ee3-db59747ec3b8 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Non-stationary transformers: Exploring the stationarity in time series forecasting
Reference 43
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Observation f159fc9c-a7df-4540-883a-00c718b36e34 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
Reference 44
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Observation a54e9b69-a33f-43b6-85f2-126969258c09 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
Reference 45
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Observation 61951182-7ea7-4855-8dec-f8f9d5336adf · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Mega: Moving Average Equipped Gated Attention
Reference 46
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Observation 60c50f4f-fd9a-463d-849b-e8a9372f3cd2 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface
Reference 47
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Observation b890e0d4-2b4e-4be2-aedb-392b95166c19 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Statistical Evaluation of Factors Influencing Inter-Session and Inter-Subject Variability in EEG-Based Brain Computer Interface
Reference 48
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Observation bca7ffcb-184c-4058-b4a5-c158b46f9b2d · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals LMDA-Net: A lightweight multi-dimensional attention network for general EEG-based brain-computer interfaces and interpretability
Reference 49
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Observation 764c5ce2-4f6a-4f7b-80ab-daa7562716b7 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Spectral changes in cortical surface potentials during motor movement
Reference 50
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Observation 7d344dbf-289e-4ee7-96f9-5aeb6336c771 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces
Reference 51
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Observation bc41f2ca-cc7d-4792-9361-3f108aa48416 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
Reference 52
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Observation 8d1b0a86-f35a-4ca8-87ee-3af7ce3782a1 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals 10-10 electrode system for EEG recording
Reference 53
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Observation e8bfba0a-a948-4829-8dc1-ce4a3af4567f · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Sensorimotor disturbances in patients with lesions of the parietal cortex
Reference 55
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Observation fd3f5539-11df-4be6-92d3-c152f3e8f9d7 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Motor imagery and direct brain-computer communication
Reference 56
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Observation 3f787d84-ac27-4f5c-a2ff-84146a373dc8 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Mu rhythm (de) synchronization and EEG single-trial classification of different motor imagery tasks
Reference 57
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Observation f9b9ad6e-8b5b-4439-8c01-6d0a97e7a908 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Brain computer interface: control signals review
Reference 58
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Observation 38936242-6c38-49c4-a392-2b0d5fcb2d81 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Combiner: Full Attention Transformer with Sparse Computation Cost
Reference 59
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Observation d1429067-bad0-4b5f-9eb2-d209d26e3005 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals BCI2000: a general-purpose brain-computer interface (BCI) system
Reference 60
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Observation d9e38eed-9c54-4e60-9ccb-dbebab59d89e · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Deep learning with convolutional neural networks for EEG decoding and visualization
Reference 61
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Observation 69af2236-a24c-451e-bff5-970c7d910a4d · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra
Reference 62
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Observation 843e3e1c-adce-45f0-a608-bbcd7e2bc716 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Simplified State Space Layers for Sequence Modeling
Reference 63
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Observation bb634b79-24c4-4e56-a2fa-534addd19502 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization
Reference 64
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Observation 20e4640c-822e-4e12-92fb-1c774e6c89a9 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals S7: Selective and Simplified State Space Layers for Sequence Modeling
Reference 65
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Observation 5f98ddb6-5bb4-4b79-b9be-598a84af375a · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Continuous sensorimotor rhythm based brain computer interface learning in a large population
Reference 66
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Observation e90195c9-b0e4-42de-a552-16c321d15721 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals A practical guide to wavelet analysis
Reference 67
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Observation 57b9ffba-0bf4-4ade-a046-9d15783f8552 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals EEG-SSM: Leveraging State-Space Model for Dementia Detection
Reference 68
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Observation 938e5d7b-f370-4c6c-93f6-35a52ff907b5 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Attention is All you Need
Reference 69
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Observation 1598e27c-5e71-4424-95b3-bd6ecc70d508 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Mamba-Reg: Vision Mamba Also Needs Registers
Reference 70
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Observation 96b850d1-b58d-4519-bf4a-856a0408d772 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals EEGPT : Pretrained transformer for universal and reliable representation of EEG signals
Reference 71
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Observation 7a9e93dc-7303-4dff-8776-3a5ea56d6d1c · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
Reference 72
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Observation e4e83da1-3135-4152-9ab9-90fc14dff977 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals State Space Model for New-Generation Network Alternative to Transformers: A Survey
Reference 73
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Observation f7029698-59c6-46ca-b2d5-0a5e3ff4492f · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
Reference 74
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Observation ec9818ff-7514-451e-8cdb-7a96a81f4b7a · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Is Mamba Effective for Time Series Forecasting? Neurocomputing, 619: 0 129178, 2025 b
Reference 75
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Observation 081d0164-f358-40a2-8c22-bce4a3c5a4a5 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Wavelet Pooling for Convolutional Neural Networks
Reference 76
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Observation b5627cd2-e973-42d4-8fe0-ee0677098605 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Brain-computer interfaces
Reference 77
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Observation f88bbc81-4007-4be7-ab05-85e2b905d4fd · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting
Reference 78
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Observation 235c7adc-6208-47c9-9f57-f16c02509556 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis
Reference 79
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Observation 7ccb5d5e-9754-4911-8ce5-c33f23083989 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Group normalization
Reference 80
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Observation b2593e91-48e5-4bcd-a8ef-f5566593572d · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Localization of the motor hand area to a knob on the precentral gyrus
Reference 81
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Observation a7ecef24-e070-44af-8ad0-1e6d2187a562 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Are transformers effective for time series forecasting? In AAAI, pp.\ 11121--11128, 2023
Reference 82
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Observation 76cc0543-ab63-4d46-8f9c-b1a171e33573 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG
Reference 83
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Observation 3a230e07-d43a-4273-a7c8-e28b9e9af6bf · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting
Reference 84
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Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
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Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
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Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals FEDformer: Frequency enhanced decomposed transformer for long-term series forecasting
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Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Reference 89
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Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals @esa (Ref
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Observation 92267f4e-219b-4d61-91fd-b338de5e213a · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Unresolved cited work
Reference 91
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Observation 0863888f-d04d-49cf-ad98-674e1d523db7 · outbound
Cortical-SSM: A Deep State Space Model for Motor Imagery Decoding from EEG Signals Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges
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