脑机接口 / BCI

Learning Latent Permutations with Gumbel-Sinkhorn Networks

Gonzalo Mena, David Belanger, Scott Linderman, Jasper Snoek

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

Journal ref ICLR 2018

A Radically New Theory of how the Brain Represents and Computes with Probabilities

Gerard Rinkus

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

Comments 33 pages, 10 figures - Sec. explaining single cell tuning fns as artifacts of embedding SDRs in superposition removed (for future paper) - Clarified that a given SDR code represents the whole likelihood distribution over stored hypotheses at a coarsely-ranked level of fidelity (Submitted for review)

Long-range synchrony and emergence of reentry in neural networks

Hanna Keren, Shimon Marom

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

Connectivity-Driven Parcellation Methods for the Human Cerebral Cortex

Salim Arslan

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

Comments Abstract is summarised to satisfy the character limit imposed by Arxiv. Please refer to the pdf for the full text. Forked from https://spiral.imperial.ac.uk/handle/10044/1/54760

Neurofeedback Tunes Scale-Free Dynamics in Spontaneous Brain Activity

Tomas Ros, Paul Frewen, Jean Theberge, Rosemarie Kluetsch, Andreas Mueller, Gian Candrian, Rakesh Jetly, Patrik Vuilleumier, Ruth Lanius

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

Journal ref Cerebral Cortex (2016)

Landau-Ginzburg theory of cortex dynamics: Scale-free avalanches emerge at the edge of synchronization

Serena di Santo, Pablo Villegas, Raffaella Burioni, Miguel A. Muñoz

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

Comments Pre-print version of the paper published in Proc. Natl. Acad. Sci. USA

Estimation of neural connections from partially observed neural spikes

Taishi Iwasaki, Hideitsu Hino, Masami Tatsuno, Shotaro Akaho, Noboru Murata

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

Computational model of avian nervous system nuclei governing learned song

Eve Armstrong

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

Comments 21 pages and 11 figures, without appendices

Unsupervised decoding of long-term, naturalistic human neural recordings with automated video and audio annotations

Nancy X. R. Wang, Jared D. Olson, Jeffrey G. Ojemann, Rajesh P. N. Rao, Bingni W. Brunton

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

Journal ref Frontiers in human neuroscience 2016

Collective excitability in a mesoscopic neuronal model of epileptic activity

Maciej Jedynak, Antonio J. Pons, Jordi Garcia-Ojalvo

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

Comments 8 pages, 7 figures

Journal ref Phys. Rev. E 97, 012204 (2018)

Competition through selective inhibitory synchrony

Ueli Rutishauser, Jean-Jacques Slotine, Rodney J. Douglas

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

Comments in press at Neural computation; 4 figures

Journal ref Neural Comput. 2012 Aug;24(8):2033-52

Mean-field modeling of the basal ganglia-thalamocortical system. I. Firing rates in healthy and parkinsonian states

Sacha Jennifer van Albada, Peter A. Robinson

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

Journal ref J. Theor. Biol. 257: 642-663 (2009)

Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture

Kai Qiao, Chi Zhang, Linyuan Wang, Bin Yan, Jian Chen, Lei Zeng, Li Tong

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

High- and low-conductance NMDA receptors are present in layer 4 spiny stellate and layer 2/3 pyramidal neurons of mouse barrel cortex

Christian Scheppach

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

Journal ref Physiological Reports, 30th Dec. 2016, Vol. 4 no. e13051

Quantifying how much sensory information in a neural code is relevant for behavior

Giuseppe Pica, Eugenio Piasini, Houman Safaai, Caroline A. Runyan, Mathew E. Diamond, Tommaso Fellin, Christoph Kayser, Christopher D. Harvey, Stefano Panzeri

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

Journal ref Advances in Neural Information Processing Systems 30, 3689--3699, 2017

Early processing of consonance and dissonance in human auditory cortex

Alejandro Tabas, Martin Andermann, Valeria Sebold, Helmut Riedel, Emili Balaguer-Ballester, André Rupp

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

Efficient low-dimensional approximation of continuous attractor networks

Alexander Seeholzer, Moritz Deger, Wulfram Gerstner

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

Comments 23 pages, 6 figures, 3 tables. A previous version of this article was published as a thesis chapter of the first author

Feedforward Architectures Driven by Inhibitory Interactions

Yazan N. Billeh, Michael T. Schaub

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

Comments 13 pages, 6 figures, J Comput Neurosci (2017)

Neural Encoding and Decoding with Deep Learning for Dynamic Natural Vision

Haiguang Wen, Junxing Shi, Yizhen Zhang, Kun-Han Lu, Jiayue Cao, Zhongming Liu

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

Comments 27 pages, 10 figures, 1 table

Journal ref Cerebral Cortex. 2017 pp.1-25

Rhythmic inhibition allows neural networks to search for maximally consistent states

Hesham Mostafa, Lorenz K. Muller, Giacomo Indiveri

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

Journal ref Neural Computation 27:12, (2015), pg. 2510-2547

How well do reduced models capture the dynamics in models of interacting neurons ?

Yao Li, Logan Chariker, Lai-Sang Young

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

A Behavioural Perspective on the Early Evolution of Nervous Systems: A Computational Model of Excitable Myoepithelia

Ronald A. J. van Elburg, Oltman O. de Wiljes, Michael Biehl, Fred A. Keijzer

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

Comments 32 pages, 8 figures and 8 model tables

Emergence of a Balanced Core through Dynamical Competition in Heterogeneous Neuronal Networks

Qing-long L. Gu, Songting Li, Wei P. Dai, Douglas Zhou, David Cai

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

Visual pathways from the perspective of cost functions and multi-task deep neural networks

H. Steven Scholte, Max M. Losch, Kandan Ramakrishnan, Edward H. F. de Haan, Sander M. Bohte

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

Comments 16 pages, 5 figures

Spiking neurons with short-term synaptic plasticity form superior generative networks

Luziwei Leng, Roman Martel, Oliver Breitwieser, Ilja Bytschok, Walter Senn, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici

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

Comments corrected typo in abstract

Unveiling causal activity of complex networks

Rashid V. Williams-Garcia, John M. Beggs, Gerardo Ortiz

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

Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks

Igor Koval, Jean-Baptiste Schiratti, Alexandre Routier, Michael Bacci, Olivier Colliot, Stéphanie Allassonnière, Stanley Durrleman

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

Journal ref Proc. Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, Lecture Notes in Computer Science, volume 10433, pp 451-459, Springer

A computational hierarchy in human cortex

Andreea O. Diaconescu, Vladimir Litvak, Christoph Mathys, Lars Kasper, Karl J. Friston, Klaas E. Stephan

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

Comments 34 pages, 5 figures, 3 tables

Brain Gene Expression Analysis: a MATLAB toolbox for the analysis of brain-wide gene-expression data

Pascal Grange, Jason W. Bohland, Michael Hawrylycz, Partha P. Mitra

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

Comments 59 pages; v2: bug fixed on page 5, preface added; v3: more bugs fixed, cell-type-specific data released (chapter 5); v4: references added, chapter 2 expanded; v5: download link fixed, more typos corrected; v6: download link fixed

Modeling correlated noise is necessary to decode uncertainty

R. S. van Bergen, J. F. M. Jehee

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