脑机接口 / BCI

Spatio-temporal structure of cell distribution in cortical Bone Multicellular Units: a mathematical model

Pascal R Buenzli, Peter Pivonka, David W Smith

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 14 pages, 5 figures; v2: Completed model description after Eq. (16), clarified discussion/description after Eq. (23), between Eqs. (29)-(31), and in 2nd bullet point in conclusions

Journal ref Bone 48 (2011) 918-926

Topological inference for EEG and MEG

James M. Kilner, Karl J. Friston

专题命中 神经信号处理 ：EEG(title)；cortical(abstract)

Comments Published in at http://dx.doi.org/10.1214/10-AOAS337 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Applied Statistics 2010, Vol. 4, No. 3, 1272-1290

The Use of Labeled Cortical Distance Maps for Quantization and Analysis of Anatomical Morphometry of Brain Tissues

E. Ceyhan, M. Hosakere, T. Nishino, J. Alexopoulos, R. D. Todd, K. N. Botteron, M. I. Miller, J. T. Ratnanather

专题命中 神经信号处理 ：cortical(title,abstract)

Diversity of Cortical States at Non-Equilibrium Simulated by the Ferromagnetic Ising Model Under Metropolis Dynamics

Luciano da Fontoura Costa, Olaf Sporns

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 18 pages, 7 figures

An alternative ultrasonic method for measuring the elastic properties of cortical bone

Martine Pithioux, P. Lasaygues, P. Chabrand

专题命中 神经信号处理 ：cortical(title,abstract)

Journal ref Journal of Biomechanics 35 (2002) 961-968

Short-term Synaptic Depression Improves Error-correcting Ability in Cortical Circuits

Narihisa Matsumoto, Daisuke Ide, Masataka Watanabe, Masato Okada

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 33pages, 10figures

Anomalous Response Variability in a Balanced Cortical Network Model

John Hertz, Barry Richmond, Kristian Nilsen

专题命中 神经信号处理 ：cortical(title,abstract)

Comments 7 pages, submitted to CNS2002

L-Sort: An Efficient Hardware for Real-time Multi-channel Spike Sorting with Localization

Yuntao Han, Shiwei Wang, Alister Hamilton

专题命中 神经信号处理 ：BCI(abstract)；brain computer interface(abstract)；neural signal(abstract)；分类 eess.SP

Decoding Chinese phonemes from intracortical brain signals with hyperbolic-space neural representations

Xianhan Tan, Junming Zhu, Jianmin Zhang, Yueming Wang, Yu Qi

专题命中 神经信号处理 ：BCI(abstract)；brain-computer interface(abstract)；neural signal(abstract)；分类 cs.HC

Why BCIs work poorly with the patients who need them the most?

P Séguin, E Maby, J Mattout

专题命中 神经信号处理 ：BCI(abstract)；brain-computer interface(abstract)；cortical(abstract)；分类 cs.HC

NeuXus: A Biosignal Processing and Classification Pipeline for Real-Time Brain-Computer Interaction

Athanasios Vourvopoulos, Simon Legeay, Patricia Figueiredo

专题命中 神经信号处理 ：BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)；分类 cs.HC

Comments 12 pages, 2 figures, 1 table

Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings

Simone Azeglio, Arianna Di Bernardo, Gabriele Penna, Fabrizio Pittatore, Simone Poetto, Johannes Gruenwald, Christoph Kapeller, Kyousuke Kamada, Christoph Guger

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

Decoding Finger Flexion using amplitude modulation from band-specific ECoG

Nanying Liang, Laurent Bougrain

专题命中 神经信号处理 ：BCI(abstract)；EEG(abstract)；neural signal(abstract)；分类 cs.HC

Journal ref European Symposium on Artificial Neural Networks (ESANN) (2009) 467-472

Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval

感知语音的可解释MEG解码：皮层源与驱动检索的刺激特征

Ilia Semenkov, Daria Kleeva, Ivan Dakhtin, Zarina Maksudova, Alex Ossadtchi

机构 * HSE University（高等经济大学） ； ITMO University（ITMO大学） 纠错

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

AI总结 本研究重新设计MEG到音频检索架构，在MEG-MASC数据集上实现39.75±0.34%的Top-1准确率，通过源映射与输入干预明确了驱动语音检索的关键刺激特征。

Why all roads don't lead to Rome: Representation geometry varies across the human visual cortical hierarchy

Arna Ghosh, Zahraa Chorghay, Shahab Bakhtiari, Blake A. Richards

机构 * Mila - Quebec AI Institute（魁北克人工智能研究所） ； Computer Science, McGill University（麦吉尔大学计算机科学系） ； Department of Psychology, Université de Montréal（蒙特利尔大学心理学系） ； Department of Neurology & Neurosurgery, McGill University（麦吉尔大学神经学与神经外科系） ； Montreal Neurological Institute（蒙特利尔神经科学研究所） ； CIFAR Learning in Machines & Brains Program（CIFAR机器与大脑学习计划） 纠错

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

Comments 9 pages, 4 figures

Layerwise complexity-matched learning yields an improved model of cortical area V2

Nikhil Parthasarathy, Olivier J. Hénaff, Eero P. Simoncelli

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

Comments 31 pages, 13 figures

Journal ref Transactions on Machine Learning Research, Jun 2024. Featured Article certification

Modeling Category-Selective Cortical Regions with Topographic Variational Autoencoders

T. Anderson Keller, Qinghe Gao, Max Welling

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

EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining

Paul Grant, Md Zahidul Islam

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

Comments 28 pages, 8 figures

A biologically plausible neural network for local supervision in cortical microcircuits

Siavash Golkar, David Lipshutz, Yanis Bahroun, Anirvan M. Sengupta, Dmitri B. Chklovskii

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

Comments Abstract presented at the NeurIPS 2020 workshop "Beyond Backpropagation". arXiv admin note: text overlap with arXiv:2010.12660

Adaptive Neural Signal Detection for Massive MIMO

Mehrdad Khani, Mohammad Alizadeh, Jakob Hoydis, Phil Fleming

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

MAD: Multi-Alignment MEG-to-Text Decoding

MAD: 多对齐的MEG到文本解码

Yiqian Yang, Hyejeong Jo, Yiqun Duan, Qiang Zhang, Jinni Zhou, Xuming Hu, Won Hee Lee, Renjing Xu, Hui Xiong

机构 * Department of XXX, University of YYY, Location, Country（XXX系，YYY大学，地点，国家） ； School of ZZZ, Institute of WWW, Location, Country（ZZZ学院，WWW研究所，地点，国家） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） ； Department of Software Convergence, Kyung Hee University（软件融合系，庆熙大学） 纠错

专题命中 神经信号处理 ：BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)

AI总结 MAD通过多对齐框架实现从MEG信号到未知文本的端到端解码，显著提升BLEU-1分数，推动BCI研究发展。

Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)

Subba Reddy Oota, Zijiao Chen, Manish Gupta, Raju S. Bapi, Gael Jobard, Frederic Alexandre, Xavier Hinaut

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

Comments 61 pages, 22 figures

Journal ref Published in Transactions on Machine Learning Research (12/2024)

NeuGPT: Unified multi-modal Neural GPT

Yiqian Yang, Yiqun Duan, Hyejeong Jo, Qiang Zhang, Renjing Xu, Oiwi Parker Jones, Xuming Hu, Chin-teng Lin, Hui Xiong

专题命中 神经信号处理 ：EEG(abstract)；neural signal(abstract)；neural interface(abstract)

Dynamic Ensemble Bayesian Filter for Robust Control of a Human Brain-machine Interface

Yu Qi, Xinyun Zhu, Kedi Xu, Feixiao Ren, Hongjie Jiang, Junming Zhu, Jianmin Zhang, Gang Pan, Yueming Wang

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

Spatiotemporal bursting in simulated cultures of cortical neurons

培养皮层神经元中的时空爆发活动

Michael Stiber, Natalie Gonzales, Jewel YunHsuan Lee

专题命中 神经信号处理 ：cortical(title)；分类 q-bio.NC

AI总结 通过模拟研究，发现培养皮层神经元网络中的爆发活动起源于少数网络位置并以波形式传播，且不需要精细调节参数。

Comments 31 pages, 7 figures; substantial revisions; accepted for publication by Biosystems

Brain-aligning of semantic vectors improves neural decoding of visual stimuli

语义向量对齐改进视觉刺激的神经解码

Shirin Vafaei, Ryohei Fukuma, Takufumi Yanagisawa, Huixiang Yang, Satoru Oshino, Naoki Tani, Hui Ming Khoo, Hidenori Sugano, Yasushi Iimura, Hiroharu Suzuki, Madoka Nakajima, Kentaro Tamura, Haruhiko Kishima

专题命中 神经信号处理 ：neural decoding(title)；分类 q-bio.NC

AI总结 语义向量对齐通过改进神经表示结构，提升视觉刺激的解码准确性。

Comments 88 pages, 30 figures

68-Channel Highly-Integrated Neural Signal Processing PSoC with On-Chip Feature Extraction, Compression, and Hardware Accelerators for Neuroprosthetics in 22nm FDSOI

Liyuan Guo, Annika Weiße, Seyed Mohammad Ali Zeinolabedin, Franz Marcus Schüffny, Marco Stolba, Qier Ma, Zhuo Wang, Stefan Scholze, Andreas Dixius, Marc Berthel, Johannes Partzsch, Dennis Walter, Georg Ellguth, Sebastian Höppner, Richard George, Christian Mayr

专题命中 神经信号处理 ：neural signal(title)；分类 eess.SP

Comments 26 pages, 14 figures, 1 table, Journal

Journal ref Frontiers in Neuroscience, vol 18, article 1432750, 2024

Symmetry's Edge in Cortical Dynamics: Multiscale Dynamics of Ensemble Excitation and Inhibition

Nima Dehghani

专题命中 神经信号处理 ：cortical(title)；分类 q-bio.NC

Neuro-oscillatory models of cortical speech processing

Olesia Dogonasheva, Denis Zakharov, Anne-Lise Giraud, Boris Gutkin

专题命中 神经信号处理 ：cortical(title)；分类 q-bio.NC

Mechanisms underlying the response of mouse cortical networks to optogenetic manipulation

Alexandre Mahrach, Guang Chen, Nuo Li, Carl van Vreeswijk, David Hansel

专题命中 神经信号处理 ：cortical(title)；分类 q-bio.NC