脑机接口 / BCI

Pattern Inversion as a Pattern Recognition Method for Machine Learning

Alexei Mikhailov, Mikhail Karavay

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

Comments 9 pages, 12 figures

Temporal connection signatures of human brain networks after stroke

Catalina Obando, Charlotte Rosso, Joshua Siegel, Maurizio Corbetta, Fabrizio De Vico Fallani

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

Journal ref Journal of the Royal Society Interface, 2022

Barcodes distinguish morphology of neuronal tauopathy

David Beers, Despoina Goniotaki, Diane P. Hanger, Alain Goriely, Heather A. Harrington

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

Comments 25 pages, 10 figures

Restoring Vision through Retinal Implants -- A Systematic Literature Review

Magali Andreia Rossi, Sylviane da Silva Vitor

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

Comments 15 pages, 5 figures, 3 tables

Event-based update of synapses in voltage-based learning rules

Jonas Stapmanns, Jan Hahne, Moritz Helias, Matthias Bolten, Markus Diesmann, David Dahmen

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

Comments 45 pages, 13 figures, 7 tables

Structural Correlates Of Spatial Navigation And Memory Formation

Sean Knight

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

Comments 4 Pages

A Deep-Discrete Learning Framework for Spherical Surface Registration

Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson

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

Comments 13 pages

Interdigitated Columnar Representation of Personal Space and Visual Space in Human Parietal Cortex

Roger B. H. Tootell, Zahra Nasiriavanaki, Baktash Babadi, Douglas N. Greve, Shahin Nasr, Daphne J. Holt

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

Comments 19 pages, 10 figures and 1 table. Tootell and Nasiriavanaki share joint first authorship

Statistical Analysis on Brain Surfaces

Moo K. Chung, Jamie L. Hanson, Seth D. Pollak

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

Fitting Splines to Axonal Arbors Quantifies Relationship between Branch Order and Geometry

Thomas L. Athey, Jacopo Teneggi, Joshua T. Vogelstein, Daniel Tward, Ulrich Mueller, Michael I. Miller

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

Journal ref Front. Neuroinform. 15 (2021)

Distinct excitatory and inhibitory bump wandering in a stochastic neural field

Heather L Cihak, Tahra L Eissa, Zachary P Kilpatrick

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

Comments 28 pages; 10 figures

From Motion to Muscle

Marie D. Schmidt, Tobias Glasmachers, Ioannis Iossifidis

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

A rigorous stochastic theory for spike pattern formation in recurrent neural networks with arbitrary connection topologies

Maik Schünemann, Udo Ernst, Marc Kesseböhmer

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

Comments 88 pages, 7 figures

Bioinspired Cortex-based Fast Codebook Generation

Meric Yucel, Serdar Bagis, Ahmet Sertbas, Mehmet Sarikaya, Burak Berk Ustundag

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

Comments 17 pages, 6 Figures in Main Text, 5 Figures in Methods plus Appendix, and 54 references cited

Witten-type topological field theory of self-organized criticality for stochastic neural networks

Jian Zhai, Chaojun Yu, You Zhai

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

Comments 4 figures

Active Predictive Coding Networks: A Neural Solution to the Problem of Learning Reference Frames and Part-Whole Hierarchies

Dimitrios C. Gklezakos, Rajesh P. N. Rao

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

The spatial scale dimension of speech processing in the human brain

Philipp Kellmeyer, Roland Berkemeier, Tonio Ball

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

Retinal processing: insights from mathematical modelling

Bruno Cessac

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

Journal ref Journal of Imaging, MDPI, In press

Credit Assignment in Neural Networks through Deep Feedback Control

Alexander Meulemans, Matilde Tristany Farinha, Javier García Ordóñez, Pau Vilimelis Aceituno, João Sacramento, Benjamin F. Grewe

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

Comments 14 pages and 4 figures in the main manuscript; 49 pages and 15 figures in the supplementary materials

Cross-population coupling of neural activity based on Gaussian process current source densities

Natalie Klein, Joshua H. Siegle, Tobias Teichert, Robert E. Kass

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

Comments Accepted for publication in PLOS Computational Biology

Towards a Neural Model for Serial Order in Frontal Cortex: a Brain Theory from Memory Development to Higher-Level Cognition

Alexandre Pitti, Mathias Quoy, Catherine Lavandier, Sofiane Boucenna, Wassim Swaileh, Claudio Weidmann

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

Continuous online sequence learning with an unsupervised neural network model

Yuwei Cui, Subutai Ahmad, Jeff Hawkins

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

Comments Preprint of journal submission

Journal ref Neural Computation 28:11 (2016) 2474-2504

2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks

Christian Schiffer, Stefan Harmeling, Katrin Amunts, Timo Dickscheid

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

Insula Interoception, Active Inference and Feeling Representation

Alan S. R. Fermin, Karl Friston, Shigeto Yamawaki

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

Comments 22 pages, 3 figures, opinion

What do neuroanatomical networks reveal about the ontology of human cognitive abilities?

Daniel Kristanto, Xinyang Liu, Werner Sommer, Andrea Hildebrandt, Changsong Zhou

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

Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference

Rodrigo Echeveste, Enzo Ferrante, Diego H. Milone, Inés Samengo

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

Comments Accepted for publication in Network Neuroscience

Forgetting leads to chaos in attractor networks

Ulises Pereira-Obilinovic, Johnatan Aljadeff, Nicolas Brunel

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

Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation

Lucas Fidon, Michael Aertsen, Doaa Emam, Nada Mufti, Frédéric Guffens, Thomas Deprest, Philippe Demaerel, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Tom Vercauteren

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

Comments Accepted at MICCAI 2021

Feedforward and feedback influences through distinct frequency bands between two spiking-neuron networks

Leonardo Dalla Porta, Daniel M. Castro, Mauro Copelli, Pedro V. Carelli, Fernanda S. Matias

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

Exploring latent networks in resting-state fMRI using voxel-to-voxel causal modeling feature selection

Hassan Baker, Austin J. Brockmeier

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

Comments Machine Learning for Health (ML4H) - Extended Abstract