脑机接口 / BCI - arXivDaily 专题

2412.11695 2024-12-19 cs.LG 57%

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning

Eloy Geenjaar, Lie Lu

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.LG

2412.06815 2024-12-11 cs.LG 57%

Federated Block-Term Tensor Regression for decentralised data analysis in healthcare

Axel Faes, Ashkan Pirmani, Yves Moreau, Liesbet M. Peeters

专题命中 BCI数据与评测：BCI(abstract)；分类 cs.LG

2412.01401 2024-12-03 eess.SP cs.SD eess.AS 57%

Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset

Simon Geirnaert, Iustina Rotaru, Tom Francart, Alexander Bertrand

专题命中 BCI数据与评测：EEG(abstract)；分类 eess.SP

2411.05862 2024-11-12 q-bio.NC cs.AI 57%

From Electrode to Global Brain: Integrating Multi- and Cross-Scale Brain Connections and Interactions Under Cross-Subject and Within-Subject Scenarios

Chen Zhige, Qin Chengxuan

专题命中 BCI数据与评测：motor imagery(abstract)；分类 q-bio.NC

2407.12582 2024-11-01 cs.CV cs.AI cs.RO 57%

Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection

Hu Cao, Zehua Zhang, Yan Xia, Xinyi Li, Jiahao Xia, Guang Chen, Alois Knoll

专题命中 BCI数据与评测：BCI(abstract)；分类 cs.RO

Comments Accepted by ECCV 2024

2410.05174 2024-10-08 cs.IT eess.SP math.IT 57%

Deep-Learning-Based Adaptive Error-Correction Decoding for Spin-Torque Transfer Magnetic Random Access Memory (STT-MRAM)

Xingwei Zhong, Kui Cai, Peng Kang, Guanghui Song, Bin Dai

专题命中 BCI数据与评测：neural decoding(abstract)；分类 eess.SP

2409.09161 2024-09-24 eess.SP cs.SY eess.SY 57%

Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces

Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini

专题命中 BCI数据与评测：EEG(abstract)；分类 eess.SP

Comments 5 pages, 6 figures, to be published in 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS)

2309.02250 2024-09-23 cs.LG 57%

RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning

Mushir Akhtar, M. Tanveer, Mohd. Arshad

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.LG

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

2406.11799 2024-09-04 eess.IV cs.CV cs.LG 57%

Mix-Domain Contrastive Learning for Unpaired H&E-to-IHC Stain Translation

Song Wang, Zhong Zhang, Huan Yan, Ming Xu, Guanghui Wang

专题命中 BCI数据与评测：BCI(abstract)；分类 cs.LG

2408.00780 2024-08-05 cs.HC cs.AI cs.CV 57%

In-Depth Analysis of Emotion Recognition through Knowledge-Based Large Language Models

Bin Han, Cleo Yau, Su Lei, Jonathan Gratch

专题命中 BCI数据与评测：BCI(abstract)；分类 cs.HC

Comments 7 pages

2406.11081 2024-06-18 cs.HC 57%

A Bayesian dynamic stopping method for evoked response brain-computer interfacing

Sara Ahmadi, Peter Desain, Jordy Thielen

专题命中 BCI数据与评测：BCI(abstract)；分类 cs.HC

2405.09691 2024-06-03 cs.HC cs.AI 57%

Modeling User Preferences via Brain-Computer Interfacing

Luis A. Leiva, V. Javier Traver, Alexandra Kawala-Sterniuk, Tuukka Ruotsalo

专题命中 BCI数据与评测：BCI(abstract)；分类 cs.HC

2405.07070 2024-05-31 cs.LG 57%

Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern

M. Sajid, Rahul Sharma, Iman Beheshti, M. Tanveer

专题命中 BCI数据与评测：cortical(abstract)；分类 cs.LG

Journal ref WIREs Data Mining and Knowledge Discovery, 2024

2309.07880 2024-04-29 cs.CV cs.HC 57%

mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink Detection

Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana, Ruben Vera-Rodriguez

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.HC

Comments Published in the journal Pattern Recognition Letters in June 2024. Accessible from https://www.sciencedirect.com/science/article/pii/S0167865524001120?via%3Dihub

Journal ref Pattern Recognition Letters, vol. 182, pp. 83-89, 2024

2305.18242 2024-04-09 eess.SP physics.ins-det 57%

Dataset for neutron and gamma-ray pulse shape discrimination

Kaimin Wang, Haoran Liu, Peng Li, Mingzhe Liu, Zhuo Zuo

专题命中 BCI数据与评测：cortical(abstract)；分类 eess.SP

Comments 8 pages,10 figures

2402.05203 2024-02-12 cs.LG stat.ML 57%

Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series

Zitong Yang, Emmanuel Candès, Lihua Lei

专题命中 BCI数据与评测：BCI(abstract)；分类 cs.LG

Comments 17 pages, 4 figures

2310.04644 2024-02-01 cs.SD eess.AS q-bio.NC 57%

Neural2Speech: A Transfer Learning Framework for Neural-Driven Speech Reconstruction

Jiawei Li, Chunxu Guo, Li Fu, Lu Fan, Edward F. Chang, Yuanning Li

专题命中 BCI数据与评测：brain-computer interface(abstract)；分类 q-bio.NC

Comments To appear in 2024 IEEE International Conference on Acoustics, Speech and Signal Processing

2206.04746 2023-12-19 cs.LG 57%

HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration

William Andrew Simon, Una Pale, Tomas Teijeiro, David Atienza

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.LG

Comments Submitted to the ICCAD 2022 conference (23.5.2022.)

2311.13821 2023-11-27 cs.LG cs.AI cs.CE stat.AP 57%

HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms

Uddeshya Upadhyay, Sairam Bade, Arjun Puranik, Shahir Asfahan, Melwin Babu, Francisco Lopez-Jimenez, Samuel J. Asirvatham, Ashim Prasad, Ajit Rajasekharan, Samir Awasthi, Rakesh Barve

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.LG

Comments Published at TMLR

Journal ref Transactions on Machine Learning Research (TMLR), 2023

2307.00932 2023-07-25 q-bio.NC cs.CV 57%

A large calcium-imaging dataset reveals a systematic V4 organization for natural scenes

Tianye Wang, Haoxuan Yao, Tai Sing Lee, Jiayi Hong, Yang Li, Hongfei Jiang, Ian Max Andolina, Shiming Tang

专题命中 BCI数据与评测：cortical(abstract)；分类 q-bio.NC

Comments 39 pages, 14 figures

2307.07044 2023-07-17 cs.CV cs.LG 57%

AnyStar: Domain randomized universal star-convex 3D instance segmentation

Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, P. Ellen Grant, Adrian V. Dalca, Polina Golland

专题命中 BCI数据与评测：cortical(abstract)；分类 cs.LG

Comments Code available at https://github.com/neel-dey/AnyStar

2306.11714 2023-06-21 eess.IV cs.CV cs.LG 57%

Meta-Analysis of Transfer Learning for Segmentation of Brain Lesions

Sovesh Mohapatra, Advait Gosai, Anant Shinde, Aleksei Rutkovskii, Sirisha Nouduri, Gottfried Schlaug

专题命中 BCI数据与评测：cortical(abstract)；分类 cs.LG

Comments 13 Pages, 5 figures, 3 tables

2306.07293 2023-06-14 cs.HC 57%

Non-visual Effects of Road Lighting CCT on Driver's Mood, Alertness, Fatigue and Reaction Time: A Comprehensive Neuroergonomic Evaluation Study

Jinchun Wu, Zelei Pana, Yixuan Liua, Quan Chena, Feng Zang, Annette Chabebea, Chengqi Xue

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.HC

Comments 38 pages, 15 figures, 103 conferences

2304.03392 2023-06-08 cs.LG cs.AI 57%

Personalising Digital Health Behaviour Change Interventions using Machine Learning and Domain Knowledge

Aneta Lisowska, Szymon Wilk, Mor Peleg

专题命中 BCI数据与评测：BCI(abstract)；分类 cs.LG

Comments 8 pages,3 figures, Knowledge Representation for Health Care (HR4HC) 2023

2210.11624 2023-03-31 eess.SY cs.LG cs.SY 57%

Sparse Dynamical Features generation, application to Parkinson's Disease diagnosis

Houssem Meghnoudj, Bogdan Robu, Mazen Alamir

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.LG

Comments 18 pages, 13 figures

2301.00345 2023-01-09 cs.CV cs.LG 57%

MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction

Jorge Quesada, Lakshmi Sathidevi, Ran Liu, Nauman Ahad, Joy M. Jackson, Mehdi Azabou, Jingyun Xiao, Christopher Liding, Matthew Jin, Carolina Urzay, William Gray-Roncal, Erik C. Johnson, Eva L. Dyer

专题命中 BCI数据与评测：cortical(abstract)；分类 cs.LG

Comments 10 pages, 4 figures, Accepted at NeurIPS 2022

2112.09796 2022-05-12 cs.LG stat.ML 57%

AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data

Niklas Smedemark-Margulies, Ye Wang, Toshiaki Koike-Akino, Deniz Erdogmus

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.LG

Comments 17 page extended version of International Engineering in Medicine and Biology Conference 2022 paper

2007.06407 2022-02-23 cs.NE q-bio.NC 57%

Deep Cross-Subject Mapping of Neural Activity

Marko Angjelichinoski, Bijan Pesaran, Vahid Tarokh

专题命中 BCI数据与评测：neural decoding(abstract)；分类 q-bio.NC

Comments More details on hyper-parameter tuning and some additional results

2112.09196 2022-01-26 cs.LG 57%

Benchmarking Uncertainty Quantification on Biosignal Classification Tasks under Dataset Shift

Tong Xia, Jing Han, Cecilia Mascolo

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.LG

Comments Accepted by The 6th International Workshop on Health Intelligence (W3PHIAI-22)

2104.00035 2022-01-02 cs.LG cs.CV 57%

Strengthening the Training of Convolutional Neural Networks By Using Walsh Matrix

Tamer Ölmez, Zümray Dokur

专题命中 BCI数据与评测：EEG(abstract)；分类 cs.LG

Comments Keyword: Deep neural networks, Convolutional neural network, Pattern recognition, Training deep neural network, Classification. arXiv admin note: substantial text overlap with arXiv:2103.10977

1. BCI数据与评测 503 篇

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning

Federated Block-Term Tensor Regression for decentralised data analysis in healthcare

Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset

From Electrode to Global Brain: Integrating Multi- and Cross-Scale Brain Connections and Interactions Under Cross-Subject and Within-Subject Scenarios

Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection

Deep-Learning-Based Adaptive Error-Correction Decoding for Spin-Torque Transfer Magnetic Random Access Memory (STT-MRAM)

Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces

RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning

Mix-Domain Contrastive Learning for Unpaired H&E-to-IHC Stain Translation

In-Depth Analysis of Emotion Recognition through Knowledge-Based Large Language Models

A Bayesian dynamic stopping method for evoked response brain-computer interfacing

Modeling User Preferences via Brain-Computer Interfacing

Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern

mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink Detection

Dataset for neutron and gamma-ray pulse shape discrimination

Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series

Neural2Speech: A Transfer Learning Framework for Neural-Driven Speech Reconstruction

HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration

HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms

A large calcium-imaging dataset reveals a systematic V4 organization for natural scenes

AnyStar: Domain randomized universal star-convex 3D instance segmentation

Meta-Analysis of Transfer Learning for Segmentation of Brain Lesions

Non-visual Effects of Road Lighting CCT on Driver's Mood, Alertness, Fatigue and Reaction Time: A Comprehensive Neuroergonomic Evaluation Study

Personalising Digital Health Behaviour Change Interventions using Machine Learning and Domain Knowledge

Sparse Dynamical Features generation, application to Parkinson's Disease diagnosis

MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction

AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data

Deep Cross-Subject Mapping of Neural Activity

Benchmarking Uncertainty Quantification on Biosignal Classification Tasks under Dataset Shift

Strengthening the Training of Convolutional Neural Networks By Using Walsh Matrix