脑机接口 / BCI - arXivDaily 专题

2311.11046 2025-01-27 q-bio.QM cs.LG q-bio.NC 62%

Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model

Roberto Goya-Maldonado, Tracy Erwin-Grabner, Ling-Li Zeng, Christopher R. K. Ching, Andre Aleman, Alyssa R. Amod, Zeynep Basgoze, Francesco Benedetti, Bianca Besteher, Katharina Brosch, Robin Bülow, Romain Colle, Colm G. Connolly, Emmanuelle Corruble, Baptiste Couvy-Duchesne, Kathryn Cullen, Udo Dannlowski, Christopher G. Davey, Annemiek Dols, Jan Ernsting, Jennifer W. Evans, Lukas Fisch, Paola Fuentes-Claramonte, Ali Saffet Gonul, Ian H. Gotlib, Hans J. Grabe, Nynke A. Groenewold, Dominik Grotegerd, Tim Hahn, J. Paul Hamilton, Laura K. M. Han, Ben J. Harrison, Tiffany C. Ho, Neda Jahanshad, Alec J. Jamieson, Andriana Karuk, Tilo Kircher, Bonnie Klimes-Dougan, Sheri-Michelle Koopowitz, Thomas Lancaster, Ramona Leenings, Meng Li, David E. J. Linden, Frank P. MacMaster, David M. A. Mehler, Susanne Meinert, Elisa Melloni, Bryon A. Mueller, Benson Mwangi, Igor Nenadić, Amar Ojha, Yasumasa Okamoto, Mardien L. Oudega, Brenda W. J. H. Penninx, Sara Poletti, Edith Pomarol-Clotet, Maria J. Portella, Elena Pozzi, Joaquim Radua, Elena Rodríguez-Cano, Matthew D. Sacchet, Raymond Salvador, Anouk Schrantee, Kang Sim, Jair C. Soares, Aleix Solanes, Dan J. Stein, Frederike Stein, Aleks Stolicyn, Sophia I. Thomopoulos, Yara J. Toenders, Aslihan Uyar-Demir, Eduard Vieta, Yolanda Vives-Gilabert, Henry Völzke, Martin Walter, Heather C. Whalley, Sarah Whittle, Nils Winter, Katharina Wittfeld, Margaret J. Wright, Mon-Ju Wu, Tony T. Yang, Carlos Zarate, Dick J. Veltman, Lianne Schmaal, Paul M. Thompson

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments arXiv admin note: text overlap with arXiv:2206.08122

2501.10404 2025-01-22 eess.SP cs.LG 62%

Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior

Hanyang Dong, Shurong Sheng, Xiongfei Wang, Jiahong Gao, Yi Sun, Wanli Yang, Kuntao Xiao, Pengfei Teng, Guoming Luan, Zhao Lv

专题命中神经信号处理：EEG(abstract)；分类 eess.SP、cs.LG

Comments 8 pages, 6 figures, accepted by BIBM2024

2409.18946 2025-01-16 q-bio.NC cs.AI cs.LG math.DS 62%

Unconditional stability of a recurrent neural circuit implementing divisive normalization

Shivang Rawat, David J. Heeger, Stefano Martiniani

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

2501.01510 2025-01-06 cs.LG eess.SP q-bio.QM 62%

Explainable Brain Age Gap Prediction in Neurodegenerative Conditions using coVariance Neural Networks

Saurabh Sihag, Gonzalo Mateos, Alejandro Ribeiro

专题命中神经信号处理：cortical(abstract)；分类 eess.SP、cs.LG

Comments Accepted at ISBI, 2025

2409.13067 2024-12-31 eess.SP cs.LG 62%

E-Sort: Empowering End-to-end Neural Network for Multi-channel Spike Sorting with Transfer Learning and Fast Post-processing

Yuntao Han, Shiwei Wang

专题命中神经信号处理：brain-computer interface(abstract)；分类 eess.SP、cs.LG

2407.08751 2024-12-03 q-bio.NC cs.LG 62%

Latent Diffusion for Neural Spiking Data

Jaivardhan Kapoor, Auguste Schulz, Julius Vetter, Felix Pei, Richard Gao, Jakob H. Macke

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2411.08221 2024-11-14 q-bio.NC cs.LG 62%

SynapsNet: Enhancing Neuronal Population Dynamics Modeling via Learning Functional Connectivity

Parsa Delavari, Ipek Oruc, Timothy H Murphy

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

2410.12809 2024-10-18 q-bio.NC cs.LG 62%

Cerebral microbleeds: Association with cognitive decline and pathology build-up

Saima Rathore, Jatin Chaudhary, Boning Tong, Selen Bozkurt

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments 11 pages, 2 figures

2410.02430 2024-10-04 cs.AI cs.CV cs.LG q-bio.NC 62%

Predictive Attractor Models

Ramy Mounir, Sudeep Sarkar

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments Accepted to NeurIPS 2024

2409.06716 2024-09-13 eess.IV cs.CV cs.LG q-bio.NC 62%

Detailed delineation of the fetal brain in diffusion MRI via multi-task learning

Davood Karimi, Camilo Calixto, Haykel Snoussi, Maria Camila Cortes-Albornoz, Clemente Velasco-Annis, Caitlin Rollins, Camilo Jaimes, Ali Gholipour, Simon K. Warfield

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

2407.00028 2024-07-02 q-bio.NC cs.LG stat.AP 62%

Harnessing XGBoost for Robust Biomarker Selection of Obsessive-Compulsive Disorder (OCD) from Adolescent Brain Cognitive Development (ABCD) data

Xinyu Shen, Qimin Zhang, Huili Zheng, Weiwei Qi

专题命中神经信号处理：neural signal(abstract)；分类 q-bio.NC、cs.LG

2403.17181 2024-03-27 eess.SP cs.LG 62%

On the Intersection of Signal Processing and Machine Learning: A Use Case-Driven Analysis Approach

Sulaiman Aburakhia, Abdallah Shami, George K. Karagiannidis

专题命中神经信号处理：EEG(abstract)；分类 eess.SP、cs.LG

2306.16922 2024-03-19 cs.NE cs.AI cs.LG q-bio.NC 62%

The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks

Aaron Spieler, Nasim Rahaman, Georg Martius, Bernhard Schölkopf, Anna Levina

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments 25 pages, 14 figures, 13 tables, additional experiments and clarifications, accepted to ICLR 2024

2402.10213 2024-02-19 q-bio.NC cs.AI cs.LG 62%

Clustering Inductive Biases with Unrolled Networks

Jonathan Huml, Abiy Tasissa, Demba Ba

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

2312.00484 2023-12-04 cs.LG eess.SP 62%

MultiView Independent Component Analysis with Delays

Ambroise Heurtebise, Pierre Ablin, Alexandre Gramfort

专题命中神经信号处理：neural signal(abstract)；分类 eess.SP、cs.LG

2106.13086 2023-11-22 eess.SP cs.LG 62%

Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals

Yuanhao Li, Badong Chen, Gang Wang, Natsue Yoshimura, Yasuharu Koike

专题命中神经信号处理：brain-computer interface(abstract)；分类 eess.SP、cs.LG

Journal ref Frontiers in Neuroscience Volume 17 - 2023

2311.02258 2023-11-07 q-bio.NC cs.LG 62%

Learning Time-Invariant Representations for Individual Neurons from Population Dynamics

Lu Mi, Trung Le, Tianxing He, Eli Shlizerman, Uygar Sümbül

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments Accepted at NeurIPS 2023

2310.15263 2023-10-25 q-bio.NC cs.LG 62%

One-hot Generalized Linear Model for Switching Brain State Discovery

Chengrui Li, Soon Ho Kim, Chris Rodgers, Hannah Choi, Anqi Wu

专题命中神经信号处理：neural signal(abstract)；分类 q-bio.NC、cs.LG

2309.15090 2023-09-27 q-bio.NC cs.LG cs.NE 62%

Single Biological Neurons as Temporally Precise Spatio-Temporal Pattern Recognizers

David Beniaguev

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

2112.12482 2023-07-12 stat.ML cs.LG q-bio.NC 62%

Self-Supervised Graph Representation Learning for Neuronal Morphologies

Marissa A. Weis, Laura Hansel, Timo Lüddecke, Alexander S. Ecker

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

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

2304.11070 2023-05-02 eess.SP cs.LG math.OC q-bio.QM 62%

Autoregressive models for biomedical signal processing

Jonas F. Haderlein, Andre D. H. Peterson, Anthony N. Burkitt, Iven M. Y. Mareels, David B. Grayden

专题命中神经信号处理：brain-computer interface(abstract)；分类 eess.SP、cs.LG

2103.01620 2023-03-21 cs.CL cs.LG q-bio.NC 62%

Disentangling Syntax and Semantics in the Brain with Deep Networks

Charlotte Caucheteux, Alexandre Gramfort, Jean-Remi King

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments Accepted to ICML 2021

Journal ref International Conference on Machine Learning (ICML), 2021

2302.03819 2023-02-28 cs.CV cs.LG q-bio.NC 62%

The XPRESS Challenge: Xray Projectomic Reconstruction -- Extracting Segmentation with Skeletons

Tri Nguyen, Mukul Narwani, Mark Larson, Yicong Li, Shuhan Xie, Hanspeter Pfister, Donglai Wei, Nir Shavit, Lu Mi, Alexandra Pacureanu, Wei-Chung Lee, Aaron T. Kuan

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments 6 pages, 2 figures

2210.00864 2022-10-04 quant-ph cs.LG eess.SP 62%

quEEGNet: Quantum AI for Biosignal Processing

Toshiaki Koike-Akino, Ye Wang

专题命中神经信号处理：EEG(abstract)；分类 eess.SP、cs.LG

Comments 4 pages, 2 figures, BHI-BSN 2022

2106.10354 2022-09-28 cs.RO cs.LG 62%

High-level Features for Resource Economy and Fast Learning in Skill Transfer

Alper Ahmetoglu, Emre Ugur, Minoru Asada, Erhan Oztop

专题命中神经信号处理：neural signal(abstract)；分类 cs.LG、cs.RO

2203.05780 2022-06-28 eess.AS cs.AI cs.LG cs.SD eess.SP 62%

Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals

Rahil Parikh, Nadee Seneviratne, Ganesh Sivaraman, Shihab Shamma, Carol Espy-Wilson

专题命中神经信号处理：cortical(abstract)；分类 eess.SP、cs.LG

Comments Accepted at ISCA Interspeech 2022

2206.04727 2022-06-13 q-bio.NC cs.LG 62%

STNDT: Modeling Neural Population Activity with a Spatiotemporal Transformer

Trung Le, Eli Shlizerman

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

2206.00436 2022-06-02 q-bio.NC cs.LG stat.ML 62%

Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder

Ferenc Csikor, Balázs Meszéna, Bence Szabó, Gergő Orbán

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、cs.LG

Comments 15 pages, 5 figures

2204.03711 2022-05-26 eess.SP q-bio.NC 62%

Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition

Aybuke Erol, Chagajeg Soloukey, Bastian Generowicz, Nikki Van Dorp, Sebastiaan Koekkoek, Pieter Kruizinga, Borbala Hunyadi

专题命中神经信号处理：cortical(abstract)；分类 q-bio.NC、eess.SP

2205.11914 2022-05-25 cs.LG cs.AI q-bio.NC 62%

An Adaptive Contrastive Learning Model for Spike Sorting

Lang Qian, Shengjie Zheng, Chunshan Deng, Cheng Yang, Xiaojian Li

专题命中神经信号处理：brain-computer interface(abstract)；分类 q-bio.NC、cs.LG

1. 神经信号处理 2241 篇

Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model

Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior

Unconditional stability of a recurrent neural circuit implementing divisive normalization

Explainable Brain Age Gap Prediction in Neurodegenerative Conditions using coVariance Neural Networks

E-Sort: Empowering End-to-end Neural Network for Multi-channel Spike Sorting with Transfer Learning and Fast Post-processing

Latent Diffusion for Neural Spiking Data

SynapsNet: Enhancing Neuronal Population Dynamics Modeling via Learning Functional Connectivity

Cerebral microbleeds: Association with cognitive decline and pathology build-up

Predictive Attractor Models

Detailed delineation of the fetal brain in diffusion MRI via multi-task learning

Harnessing XGBoost for Robust Biomarker Selection of Obsessive-Compulsive Disorder (OCD) from Adolescent Brain Cognitive Development (ABCD) data

On the Intersection of Signal Processing and Machine Learning: A Use Case-Driven Analysis Approach

The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks

Clustering Inductive Biases with Unrolled Networks

MultiView Independent Component Analysis with Delays

Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals

Learning Time-Invariant Representations for Individual Neurons from Population Dynamics

One-hot Generalized Linear Model for Switching Brain State Discovery

Single Biological Neurons as Temporally Precise Spatio-Temporal Pattern Recognizers

Self-Supervised Graph Representation Learning for Neuronal Morphologies

Autoregressive models for biomedical signal processing

Disentangling Syntax and Semantics in the Brain with Deep Networks

The XPRESS Challenge: Xray Projectomic Reconstruction -- Extracting Segmentation with Skeletons

quEEGNet: Quantum AI for Biosignal Processing

High-level Features for Resource Economy and Fast Learning in Skill Transfer

Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals

STNDT: Modeling Neural Population Activity with a Spatiotemporal Transformer

Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder

Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition

An Adaptive Contrastive Learning Model for Spike Sorting