脑机接口 / BCI - arXivDaily 专题

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

2204.02362 2022-04-14 cs.AI cs.AR cs.LG eess.SP 62%

Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs

MohammadAli Shaeri, Arshia Afzal, Mahsa Shoaran

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

2204.02169 2022-04-07 q-bio.NC cs.AI cs.LG 62%

Hybrid Predictive Coding: Inferring, Fast and Slow

Alexander Tschantz, Beren Millidge, Anil K Seth, Christopher L Buckley

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

Comments 05/04/22 initial upload. 06/04/22 added acknowledgements section

2106.05113 2022-03-23 cs.CV cs.LG q-bio.NC 62%

More Than Meets the Eye: Self-Supervised Depth Reconstruction From Brain Activity

Guy Gaziv, Michal Irani

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

Comments Code: https://github.com/WeizmannVision/SelfSuperReconst

2112.04035 2022-03-16 cs.NE cs.LG q-bio.NC 62%

Relating transformers to models and neural representations of the hippocampal formation

James C. R. Whittington, Joseph Warren, Timothy E. J. Behrens

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

1. 神经信号处理 2251 篇

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

Challenges and Opportunities of Edge AI for Next-Generation Implantable BMIs

Hybrid Predictive Coding: Inferring, Fast and Slow

More Than Meets the Eye: Self-Supervised Depth Reconstruction From Brain Activity

Relating transformers to models and neural representations of the hippocampal formation