脑机接口 / BCI

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

Siamese Sleep Transformer For Robust Sleep Stage Scoring With Self-knowledge Distillation and Selective Batch Sampling

Heon-Gyu Kwak, Young-Seok Kweon, Gi-Hwan Shin

专题命中 其他BCI ：分类 eess.SP、cs.LG、cs.HC；brain-computer interface(comments)

Comments Submitted to 2023 11th IEEE International Winter Conference on Brain-Computer Interface

Towards auditory attention decoding with noise-tagging: A pilot study

H. A. Scheppink, S. Ahmadi, P. Desain, M. Tangermann, J. Thielen

专题命中 其他BCI ：brain-computer interface(comments,journal_ref)；分类 q-bio.NC、cs.LG

Comments 6 pages, 2 figures, 9th Graz Brain-Computer Interface Conference 2024

Journal ref 9th Graz Brain-Computer Interface Conference (2024) 337-342

Plug-and-play endoscopic OCT enabled by a fully fiber-integrated 3D-printed probe

通过单步双光子3D打印实现全光纤集成内窥镜OCT探针

Yihan Wang, Ruilin You, Jiabin Chen, Bofan Song, Zien Feng, Paula Patricia Villarreal, Gracie Vargas, Rongguang Liang

专题命中 其他BCI ：neural interface(abstract)

AI总结 该研究开发了通过单步双光子3D打印制成的全光纤集成内窥镜OCT探针，采用系统级集成策略，实现即插即用更换，性能稳定，可用于离体生物样本成像，降低了内窥镜OCT的应用门槛。

Compact Representation of Mipmapped SVBRDFs via Shared Gaussians

通过共享高斯函数实现带多级纹理滤波（mipmapped）的空间变化双向反射分布函数（SVBRDF）的紧凑表示

Fengdi Zhang, Haocheng Ren, Qing Luo, Yaqing Li, Jibing Lou, Hongwei Li

专题命中 其他BCI ：neural decoding(abstract)

AI总结 该研究提出GTC方法，通过共享2D高斯函数压缩带多级纹理滤波的SVBRDF纹理，相比ASTC实现更高重建质量与更低内存，支持随机访问和非神经解码，适用于实时渲染

Investigating Codec-Internal Latent Audio Watermarking for Neural Codec Robustness

研究用于神经编解码器鲁棒性的编解码器内部潜在音频水印

Zi Hu, Houmin Sun, Linxi Li, Yechen Wang, Liwei Jin, Carsten Maple, Ming Li

专题命中 其他BCI ：neural decoding(abstract)

AI总结 研究神经音频编解码器中用于鲁棒性的水印，将32位消息嵌入连续潜在表示，采用SEANet风格编码器 - 解码器等技术，表征水印载体移动时的权衡，在48kHz语音上提升了EnCodec - 24k比特准确率并降低了PESQ。

Comments 7 pages. Submitted to IEEE Spoken Language Technology Workshop (SLT)

Shao: Scaling Acoustic Token Language Models Toward High-Fidelity Music Generation

Shao：将声学令牌语言模型扩展至高保真音乐生成

Jiafeng Liu, Yuanliang Dong, Hongjia Liu, Yuqing Cheng, Zhancheng Guo, Huijing Liang, Wenbo Zhan, Yuming Sun, Xiaobing Li, Feng Yu, Maosong Sun

机构 * Central Conservatory of Music（中央音乐学院） ； Tsinghua University（清华大学） 纠错

专题命中 其他BCI ：neural decoding(abstract)

AI总结 该研究提出单一声学令牌层级内渐进建模音乐结构与保真度的框架，通过双阶段生成与混合注意力训练，无需异构空间即可实现高质量音乐生成。

Rethinking Brain Decoding with CLIP: The Role of Adversarial Robustness

用CLIP重新思考大脑解码：对抗鲁棒性的作用

Byeongseo Bok, Futa Waseda, Jun Liu, Isao Echizen

机构 * The Graduate University for Advanced Studies (SOKENDAI)（高等研究院（索邦大学）） ； National Institute of Informatics（国立情报学研究所） ； The University of Tokyo（东京大学） 纠错

专题命中 其他BCI ：neural decoding(abstract)

AI总结 研究用CLIP进行大脑解码时，探讨对抗鲁棒表示能否改善神经解码。通过固定fMRI解码器，在不同任务和数据集上改变目标表示，发现此方法能提升任务性能及特征对齐，表明对抗鲁棒性可作为大脑解码有用标准。

Comments 20 pages, 10 figures

ffdas: Volumetric ultrasound reconstruction at warp speed

ffdas：超高速体积超声重建

Luuk Verhoef, Pieter Kruizinga

专题命中 其他BCI ：brain-computer interface(abstract)

AI总结 针对体积超快超声成像的计算瓶颈，提出三种GPU优化策略（对齐内存访问、混合精度存储、利用张量核心），实现128³体素网格千赫兹帧率重建，显著超越现有方法，支持实时术中脑成像和脑机接口。