脑机接口 / BCI

Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture

Galen Pogoncheff, Jacob Granley, Michael Beyeler

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

Association of stroke lesion distributions with atrial fibrillation detected after stroke

Yiming Chen, Sihui Wang, Dong Xu

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

Cooperative Channel Capacity Learning

Nunzio A. Letizia, Andrea M. Tonello, H. Vincent Poor

专题命中 神经信号处理 ：cortical(abstract)；分类 eess.SP

Comments 5 pages, 6 figures, submitted to IEEE

Consequences of Slow Neural Dynamics for Incremental Learning

Shima Rahimi Moghaddam, Fanjun Bu, Christopher J. Honey

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse

Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian

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

Comments Accepted by Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23)

The Mirrornet : Learning Audio Synthesizer Controls Inspired by Sensorimotor Interaction

Yashish M. Siriwardena, Guilhem Marion, Shihab Shamma

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Journal ref ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Plastic neural network with transmission delays promotes equivalence between function and structure

P. R. Protachevicz, F. S. Borges, A. M. Batista, M. S. Baptista, I. L. Caldas, E. E. N. Macau, E. L. Lameu

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

Spiking neural networks with Hebbian plasticity for unsupervised representation learning

Naresh Ravichandran, Anders Lansner, Pawel Herman

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Transferability of coVariance Neural Networks and Application to Interpretable Brain Age Prediction using Anatomical Features

Saurabh Sihag, Gonzalo Mateos, Corey T. McMillan, Alejandro Ribeiro

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Comments Fixed minor typos

Multi-band oscillations emerge from a simple spiking network

Tianyi Wu, Yuhang Cai, Ruilin Zhang, Zhongyi Wang, Louis Tao, Zhuo-Cheng Xiao

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

Comments 18 pages, 8 figures

Pattern Forming Mechanisms of Color Vision

Zily Burstein, David D. Reid, Peter J. Thomas, Jack D. Cowan

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

Comments 21 pages, 15 figures

Interictal MEG abnormalities to guide intracranial electrode implantation and predict surgical outcome

Thomas W. Owen, Vytene Janiukstyte, Gerard R. Hall, Fahmida A. Chowdhury, Beate Diehl, Andrew McEvoy, Anna Miserocchi, Jane de Tisi, John S. Duncan, Fergus Rugg-Gunn, Yujiang Wang, Peter N. Taylor

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

Comments 22 pages, 6 figures

The Predictive Forward-Forward Algorithm

Alexander Ororbia, Ankur Mali

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Comments More revisions/edits, update to key diagram depicting PFF process, link to algorithm / simulation code (repo) now included

Toward a realistic model of speech processing in the brain with self-supervised learning

Juliette Millet, Charlotte Caucheteux, Pierre Orhan, Yves Boubenec, Alexandre Gramfort, Ewan Dunbar, Christophe Pallier, Jean-Remi King

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

Comments Accepted to NeurIPS 2022

Journal ref Neural Information Processing Systems (NeurIPS), 2022

Emergent Computations in Trained Artificial Neural Networks and Real Brains

Néstor Parga, Luis Serrano-Fernández, Joan Falcó-Roget

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

Comments International Summer School on Intelligent Signal Processing for Frontier Research and Industry, INFIERI 2021. Universidad Autónoma de Madrid, Madrid, Spain. 23 August - 4 September 2021

Heterogeneous source model for magnetoenecephalography

Takaaki Nara, Ten-yu Yang, Kenta Kabashima

专题命中 神经信号处理 ：cortical(abstract)；分类 eess.SP

Comments 13 pages, 2 figures

MEG abnormalities and mechanisms of surgical failure in neocortical epilepsy

Thomas W. Owen, Gabrielle M. Schroeder, Vytene Janiukstyte, Gerard R. Hall, Andrew McEvoy, Anna Miserocchi, Jane de Tisi, John S. Duncan, Fergus Rugg-Gunn, Yujiang Wang, Peter N. Taylor

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

Dynamic Visualization of Gyral and Sulcal Stereoelectroencephalographic contacts in Humans

Markus Adamek, Alexander P Rockhill, Peter Brunner, Dora Hermes

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

Comments submitted as a contributed paper to EMBC 2023

Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS

Dongning Ma, Meltem Izzetoglu, Roee Holtzer, Xun Jiao

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Gyri vs. Sulci: Disentangling Brain Core-Periphery Functional Networks via Twin-Transformer

Xiaowei Yu, Lu Zhang, Haixing Dai, Lin Zhao, Yanjun Lyu, Zihao Wu, Tianming Liu, Dajiang Zhu

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

Comments 13 pages, 4 figures

Population-wise Labeling of Sulcal Graphs using Multi-graph Matching

Rohit Yadav, François-Xavier Dupé, S. Takerkart, Guillaume Auzias

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Spikebench: An open benchmark for spike train time-series classification

Ivan Lazarevich, Ilya Prokin, Boris Gutkin, Victor Kazantsev

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

Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning

Xiaoyang Chen, Jinjian Wu, Wenjiao Lyu, Yicheng Zou, Kim-Han Thung, Siyuan Liu, Ye Wu, Sahar Ahmad, Pew-Thian Yap

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Seizures and epilepsy after intracerebral hemorrhage: an update

Laurent Derex, Sylvain Rheims, Laure Peter-Derex

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

Journal ref Journal of Neurology, 2021, 268 (7), pp.2605-2615

On the Level Sets and Invariance of Neural Tuning Landscapes

Binxu Wang, Carlos R. Ponce

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

Comments 24 pages, 13 figures. Published in NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, and PMLR volume 197

DEEP$^2$: Deep Learning Powered De-scattering with Excitation Patterning

Navodini Wijethilake, Mithunjha Anandakumar, Cheng Zheng, Peter T. C. So, Murat Yildirim, Dushan N. Wadduwage

专题命中 神经信号处理 ：cortical(abstract)；分类 cs.LG

Correlated Components Analysis - Extracting Reliable Dimensions in Multivariate Data

Lucas C. Parra, Stefan Haufe, Jacek P. Dmochowski

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

Journal ref Neurons, Behavior, Data Analysis and Theory (NBDT), Vol. 2, Issue 1, 2019

A biologically interfaced evolvable organic pattern classifier

Jennifer Gerasimov, Deyu Tu, Vivek Hitaishi, Padinhare Cholakkal Harikesh, Chi-Yuan Yang, Tobias Abrahamsson, Meysam Rad, Mary J. Donahue, Malin Silverå Ejneby, Magnus Berggren, Robert Forchheimer, Simone Fabiano

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

Frequency and frequency modulation share the same predictive encoding mechanisms in human auditory cortex

Jasmin Stein, Katharina von Kriegstein, Alejandro Tabas

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

STN: a new tensor network method to identify stimulus category from brain activity pattern

Chunyu Liu, Jiacai Zhang

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

Comments 12 pages