脑机接口 / BCI

Learning Time-Scale Invariant Population-Level Neural Representations

Eshani Patel, Yisong Yue, Geeling Chau

机构 * Computing & Mathematical Sciences（计算与数学科学） ； Computation & Neural Systems（计算与神经系统） ； California Institute of Technology（加州理工学院） 纠错

专题命中 其他BCI ：brain computer interface(abstract)；分类 cs.LG

Comments 10 pages, 5 figures, NeurIPS 2025 Foundation Models for the Brain and Body

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning

Ziyi Liang, Annie Qu, Babak Shahbaba

机构 * Department of Statistics, University of California, Irvine, CA, USA（统计学系，加州大学伊维奇分校） ； Department of Statistics and Applied Probability, University of California, Santa Barbara, CA, USA（统计学与应用概率系，加州大学圣巴巴拉分校） 纠错

专题命中 其他BCI ：neural decoding(abstract)；分类 cs.LG

Toward music-based stress management: Contemporary biosensing systems for affective regulation

Natasha Yamane, Varun Mishra, Matthew S. Goodwin

专题命中 其他BCI ：brain-computer interface(abstract)；分类 cs.HC

Comments 37 pages, 3 figures, 1 table

Gamification as a Data Acquisition Strategy for Neurogames

Diego Saldivar

专题命中 其他BCI ：brain-computer interface(abstract)；分类 cs.HC

Comments 2 pages. Submitted to NAT'25: Neuroadaptive Technologies Conference 2025, Berlin

Implantable CMOS probes for high resolution Electrical Imaging of Local Field Potentials Across the Rat Barrel Cortex in vivo

Claudia Cecchetto, Mufti Mahmud, Vincenzo Sorrenti, Marta Maschietto, Enrico Chiarello, Mathias Schulz, Roland Thewes, Stefano Vassanelli

专题命中 其他BCI ：neural interface(abstract)；分类 q-bio.NC

Comments 14 Pages, 7 Figures, 1 Table, to be submitted soon to Nature Materials or equivalent

Beyond Human: Cognitive and Physical Augmentation through AI, Robotics, and XR -- Opportunities and Risks

Jie Li, Anusha Withana, Alexandra Diening, Kai Kunze, Masahiko Inami

专题命中 其他BCI ：neural interface(abstract)；分类 cs.HC

Comments Workshop at the Augmented Humans (AHs) International Conference 2025

Driving Towards Inclusion: A Systematic Review of AI-powered Accessibility Enhancements for People with Disability in Autonomous Vehicles

Ashish Bastola, Hao Wang, Sayed Pedram Haeri Boroujeni, Julian Brinkley, Ata Jahangir Moshayedi, Abolfazl Razi

专题命中 其他BCI ：brain-computer interface(abstract)；分类 cs.HC

An inverse modeling method to estimate undertain spatial configurations from 2d information and time-based visual discriminations

Pierre Cutellic

专题命中 其他BCI ：brain-computer interface(abstract)；分类 cs.HC

Comments Full preprint version for CAADRIA conference 2023. A shortened version appears in Proceedings

A Comprehensive Review of Multimodal XR Applications, Risks, and Ethical Challenges in the Metaverse

Panagiotis Kourtesis

专题命中 其他BCI ：brain-computer interface(abstract)；分类 cs.HC

Comments 43 Pages, 1 Figure, 3 Tables

Journal ref Interact. 2024, 8, 98

A MEMS-based optical scanning system for precise, high-speed neural interfacing

Cem Yalcin, Nathan Tessema Ersaro, M. Meraj Ghanbari, George Bocchetti, Sina Faraji Alamouti, Nick Antipa, Daniel Lopez, Nicolas C. Pégard, Laura Waller, Rikky Muller

专题命中 其他BCI ：neural interface(abstract)；分类 q-bio.NC

Comments This work has been submitted to the IEEE for possible publication

Multi-pooling 3D Convolutional Neural Network for fMRI Classification of Visual Brain States

Zhen Zhang, Masaki Takeda, Makoto Iwata

专题命中 其他BCI ：neural decoding(abstract)；分类 cs.LG

A Cyberpunk 2077 perspective on the prediction and understanding of future technology

Miguel Bordallo López, Constantino Álvarez Casado

专题命中 其他BCI ：brain-computer interface(abstract)；分类 cs.HC

Comments 12 pages, 7 figures

Latent Dynamical Implicit Diffusion Processes

Mohammad R. Rezaei

专题命中 其他BCI ：neural decoding(abstract)；分类 cs.LG

Comments I request a withdrawal because there are no experiments with real-world datasets and also the method section requires major changes to look mathematically sounds

Emotional Brain State Classification on fMRI Data Using Deep Residual and Convolutional Networks

Maxime Tchibozo, Donggeun Kim, Zijing Wang, Xiaofu He

专题命中 其他BCI ：brain computer interface(abstract)；分类 cs.LG

In-Ear SpO2 for Classification of Cognitive Workload

Harry J. Davies, Ian Williams, Ghena Hammour, Metin Yarici, Barry M. Seemungal, Danilo P. Mandic

专题命中 其他BCI ：brain computer interface(abstract)；分类 eess.SP

Comments 8 pages, 9 figures

Mixed vine copula flows for flexible modelling of neural dependencies

Lazaros Mitskopoulos, Theoklitos Amvrosiadis, Arno Onken

专题命中 其他BCI ：brain computer interface(abstract)；分类 q-bio.NC

Alternating Synthetic and Real Gradients for Neural Language Modeling

Fangxin Shang, Hao Zhang

专题命中 其他BCI ：neural interface(abstract)；分类 cs.LG

Comments renew the ideas

The MIT Voice Name System

Brian Subirana, Harry Levinson, Ferran Hueto, Prithvi Rajasekaran, Alexander Gaidis, Esteve Tarragó, Peter Oliveira-Soens

专题命中 其他BCI ：neural interface(abstract)；分类 cs.HC

Comments White Paper

On the Handwriting Tasks' Analysis to Detect Fatigue

Manuel-Vicente Garnacho-Castaño, Marcos Faundez-Zanuy, Josep Lopez-Xarbau

专题命中 其他BCI ：brain computer interface(abstract)；分类 cs.LG

Comments 16 pages, published in Applied Sciences 10, no. 21: 7630, 2020

Journal ref Applied Sciences 10, no. 21: 7630 (2020)

Approximate Methods for State-Space Models

Shinsuke Koyama, Lucia Castellanos Pérez-Bolde, Cosma Rohilla Shalizi, Robert E. Kass

专题命中 其他BCI ：neural decoding(abstract)；分类 q-bio.NC

Comments 31 pages, 4 figures. Different pagination from journal version due to incompatible style files but same content; the supplemental file for the journal appears here as appendices B--E.

Journal ref Journal of the American Statistical Association, volume 105, 2010, pp. 170--180

Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs

Furkan Ozcelik, Bhavin Choksi, Milad Mozafari, Leila Reddy, Rufin VanRullen

专题命中 其他BCI ：neural decoding(abstract)；分类 q-bio.NC

Artificial Intelligence for the Metaverse: A Survey

Thien Huynh-The, Quoc-Viet Pham, Xuan-Qui Pham, Thanh Thi Nguyen, Zhu Han, Dong-Seong Kim

专题命中 其他BCI ：neural interface(abstract)；分类 cs.LG

Voxel selection framework based on meta-heuristic search and mutual information for brain decoding

Osama Hourani, Nasrollah Moghadam Charkari, Saeed Jalili

专题命中 其他BCI ：brain-computer interface(abstract)；分类 q-bio.NC

Comments 20 pages, 6 figures This is the ore-peer reviewed version of the following article: Hourani O, Charkari NM, Jalili S. Voxel selection framework based on metaheuristic search and mutual information for brain decoding. Int J Imaging Syst Technol. 2019;29: 663-676. https://doi.org/10.1002/ima.22353 which has been published in final form at https://onlinelibrary.wiley.com/doi/abs/10.1002/ima.22353

Journal ref International Journal of Imaging Systems and Technology 29 (2019) 663-676

Learning to Perform Role-Filler Binding with Schematic Knowledge

Catherine Chen, Qihong Lu, Andre Beukers, Christopher Baldassano, Kenneth A. Norman

专题命中 其他BCI ：neural decoding(abstract)；分类 cs.LG

Journal ref PeerJ 9:e11046 (2021)

Optimal decoding of dynamic stimuli encoded by heterogeneous populations of spiking neurons - a closed form approximation

Yuval Harel, Ron Meir, Manfred Opper

专题命中 其他BCI ：neural decoding(abstract)；分类 q-bio.NC

Comments This is an extended version of arXiv:1507.07813 and arXiv:1609.03519. Additions relative to the version presented in NIPS (arXiv:1507.07813) are outlined in the introduction

Journal ref Neural Computation 2018, Vol. 30, 2056-2112

Derivatives and Inverse of Cascaded Linear+Nonlinear Neural Models

Marina Martinez-Garcia, Praveen Cyriac, Thomas Batard, Marcelo Bertalmio, Jesus Malo

专题命中 其他BCI ：neural decoding(abstract)；分类 q-bio.NC

Comments Reproducible results: associated Matlab toolbox available at http://isp.uv.es/docs/BioMultiLayer_L_NL.zip

Neural Offset Min-Sum Decoding

Loren Lugosch, Warren J. Gross

专题命中 其他BCI ：neural decoding(abstract)；分类 cs.LG

Comments Published as a conference paper at the 2017 International Symposium on Information Theory (ISIT)

Disambiguating the role of noise correlations when decoding neural populations together

Hugo Gabriel Eyherabide

专题命中 其他BCI ：neural decoding(abstract)；分类 q-bio.NC

Comments To improve readability, this version has more material, more explanations, more figures, less symbols, and more demonstrations than the previous version

Sparse Bilinear Logistic Regression

Jianing V. Shi, Yangyang Xu, Richard G. Baraniuk

专题命中 其他BCI ：brain-computer interface(abstract)；分类 cs.LG

Comments 27 pages, 5 figures

Retinal metric: a stimulus distance measure derived from population neural responses

Gašper Tkačik, Einat Granot-Atedgi, Ronen Segev, Elad Schneidman

专题命中 其他BCI ：neural decoding(abstract)；分类 q-bio.NC

Comments 5 pages, 4 figures, to appear in Phys Rev Lett

Journal ref Phys Rev Lett 110 (2013): 058104