脑机接口 / BCI

Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation

Patrick Madlindl, Fabian Bongratz, Christian Wachinger

机构 * Lab for AI in Medical Imaging, Technical University of Munich（人工智能医学成像实验室，慕尼黑技术大学） ； Munich Center for Machine Learning（慕尼黑机器学习中心） 纠错

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

Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting

Ivan Stoyanov, Fabian Bongratz, Christian Wachinger

机构 * Lab for AI in Medical Imaging, Technical University of Munich, Munich, Germany（人工智能医学影像实验室，慕尼黑技术大学，慕尼黑，德国） ； Munich Center for Machine Learning, Munich, Germany（慕尼黑机器学习中心，慕尼黑，德国） 纠错

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

Brain Foundation Models: A Survey on Advancements in Neural Signal Processing and Brain Discovery

Xinliang Zhou, Chenyu Liu, Zhisheng Chen, Kun Wang, Yi Ding, Ziyu Jia, Qingsong Wen

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

Comments IEEE Signal Processing Magazine

Sparse chaos in cortical circuits

Rainer Engelken, Michael Monteforte, Fred Wolf

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

Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals

Hui Zheng, Hai-Teng Wang, Wei-Bang Jiang, Zhong-Tao Chen, Li He, Pei-Yang Lin, Peng-Hu Wei, Guo-Guang Zhao, Yun-Zhe Liu

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

Stimulus-to-Stimulus Learning in RNNs with Cortical Inductive Biases

Pantelis Vafidis, Antonio Rangel

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

Comments 37 pages, 13 figures

New modalities of cortical electrophysiology, perspectives in medical research and human physiology

Pierre Bourdillon, Linnea Evanson

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

Comments Published in the Fyssen Annals 2021 in French and English. Article in French: pages 1-7. Article in English: pages 7-13

Learning efficient backprojections across cortical hierarchies in real time

Kevin Max, Laura Kriener, Garibaldi Pineda García, Thomas Nowotny, Ismael Jaras, Walter Senn, Mihai A. Petrovici

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

Comments Updated with streamlined main part, CIFAR-10 simulations, including DFA and minor fixes

Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex

Ruixing Liang, Xiangyu Zhang, Qiong Li, Lai Wei, Hexin Liu, Avisha Kumar, Kelley M. Kempski Leadingham, Joshua Punnoose, Leibny Paola Garcia, Amir Manbachi

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

End-to-end topographic networks as models of cortical map formation and human visual behaviour: moving beyond convolutions

Zejin Lu, Adrien Doerig, Victoria Bosch, Bas Krahmer, Daniel Kaiser, Radoslaw M Cichy, Tim C Kietzmann

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

SUGAR: Spherical Ultrafast Graph Attention Framework for Cortical Surface Registration

Jianxun Ren, Ning An, Youjia Zhang, Danyang Wang, Zhenyu Sun, Cong Lin, Weigang Cui, Weiwei Wang, Ying Zhou, Wei Zhang, Qingyu Hu, Ping Zhang, Dan Hu, Danhong Wang, Hesheng Liu

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

NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants

Chenyu Xue, Fan Wang, Yuanzhuo Zhu, Hui Li, Deyu Meng, Dinggang Shen, Chunfeng Lian

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

Comments 12 page 4 fig and 2 table

Single-phase deep learning in cortico-cortical networks

Will Greedy, Heng Wei Zhu, Joseph Pemberton, Jack Mellor, Rui Ponte Costa

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

Comments Accepted to 36th Conference on Neural Information Processing Systems (NeurIPS 2022). 22 pages, 9 figures, 5 tables

Joint Reconstruction and Parcellation of Cortical Surfaces

Anne-Marie Rickmann, Fabian Bongratz, Sebastian Pölsterl, Ignacio Sarasua, Christian Wachinger

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

Comments accepted at MLCN workshop 2022

Adapting Brain-Like Neural Networks for Modeling Cortical Visual Prostheses

Jacob Granley, Alexander Riedel, Michael Beyeler

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

Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signals

Qinhua Jenny Sun, Khuong Vo, Kitty Lui, Michael Nunez, Joachim Vandekerckhove, Ramesh Srinivasan

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

Comments This paper was accepted as an oral presentation at IEEE WCCI 2022 (IJCNN 2022), under the session Neurodynamics and computational Neuroscience. This paper is published in International Joint Conference on Neural Networks (IJCNN) Proceedings 2022

A Deep Generative Model of Neonatal Cortical Surface Development

Abdulah Fawaz, Logan Z. Williams, A. David Edwards, Emma Robinson

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

Learning cortical representations through perturbed and adversarial dreaming

Nicolas Deperrois, Mihai A. Petrovici, Walter Senn, Jakob Jordan

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

Comments 35 pages, 15 figures; ; Jakob Jordan and Walter Senn share senior authorship

Two-argument activation functions learn soft XOR operations like cortical neurons

Kijung Yoon, Emin Orhan, Juhyun Kim, Xaq Pitkow

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

Joint analysis of structural connectivity and cortical surface features: correlates with mild traumatic brain injury

Cailey I. Kerley, Leon Y. Cai, Chang Yu, Logan M. Crawford, Jason M. Elenberger, Eden S. Singh, Kurt G. Schilling, Katherine S. Aboud, Bennett A. Landman, Tonia S. Rex

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

Comments To be published in Proc SPIE Int Soc Opt Eng. 2021 Feb

ResOT: Resource-Efficient Oblique Trees for Neural Signal Classification

Bingzhao Zhu, Masoud Farivar, Mahsa Shoaran

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

Predicting intelligence based on cortical WM/GM contrast, cortical thickness and volumetry

Juan Miguel Valverde, Vandad Imani, John D. Lewis, Jussi Tohka

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

Comments Submission to the ABCD Neurocognitive Prediction Challenge at MICCAI 2019

Dendritic cortical microcircuits approximate the backpropagation algorithm

João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn

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

Comments To appear in Advances in Neural Information Processing Systems 31 (NIPS 2018). 12 pages, 3 figures, 9 pages of supplementary material (2 supplementary figures)

Dendritic error backpropagation in deep cortical microcircuits

João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn

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

Comments 27 pages, 5 figures, 10 pages supplementary information

Computational role of eccentricity dependent cortical magnification

Tomaso Poggio, Jim Mutch, Leyla Isik

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

Cortical prediction markets

David Balduzzi

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

Comments To appear, AAMAS 2014

Randomized co-training: from cortical neurons to machine learning and back again

David Balduzzi

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

Comments NIPS workshop: Randomized methods for machine learning

Cortical surface registration using unsupervised learning

Jieyu Cheng, Adrian V. Dalca, Bruce Fischl, Lilla Zollei

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

Comments cortical surface registration, deep network, unsupervised learning, registration, deep learning, cortical, spherical, invertible

Journal ref NeuroImage, Volume 221, 1 November 2020, 117161

Nonlinear Characteristics of Neural Signals

Z. Zh. Zhanabaev, T. Yu. Grevtseva, Y. T. Kozhagulov

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

Comments Our work is dedicated to the research of nonlinear characteristics of neural signals. 6 pages, 2 figures. arXiv admin note: text overlap with arXiv:1610.00446

Model of the early development of thalamo-cortical connections and area patterning via signaling molecules

Jan Karbowski, G. B. Ermentrout

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

Comments brain, model, neural development, cortical area patterning, signaling molecules

Journal ref Journal of Computational Neuroscience 17: 347-363 (2004)