[HTML][HTML] The quest for multiscale brain modeling

E D'Angelo, V Jirsa - Trends in neurosciences, 2022 - cell.com
Addressing the multiscale organization of the brain, which is fundamental to the dynamic
repertoire of the organ, remains challenging. In principle, it should be possible to model …

Deep learning in spiking neural networks

A Tavanaei, M Ghodrati, SR Kheradpisheh… - Neural networks, 2019 - Elsevier
In recent years, deep learning has revolutionized the field of machine learning, for computer
vision in particular. In this approach, a deep (multilayer) artificial neural network (ANN) is …

Is coding a relevant metaphor for the brain?

R Brette - Behavioral and Brain Sciences, 2019 - cambridge.org
“Neural coding” is a popular metaphor in neuroscience, where objective properties of the
world are communicated to the brain in the form of spikes. Here I argue that this metaphor is …

Motor control by precisely timed spike patterns

KH Srivastava, CM Holmes… - Proceedings of the …, 2017 - National Acad Sciences
A fundamental problem in neuroscience is understanding how sequences of action
potentials (“spikes”) encode information about sensory signals and motor outputs. Although …

Research progress of spiking neural network in image classification: a review

LY Niu, Y Wei, WB Liu, JY Long, T Xue - Applied intelligence, 2023 - Springer
Spiking neural network (SNN) is a new generation of artificial neural networks (ANNs),
which is more analogous with the brain. It has been widely considered with neural …

Millisecond spike timing codes for motor control

SJ Sober, S Sponberg, I Nemenman, LH Ting - Trends in neurosciences, 2018 - cell.com
Millisecond variations in spiking patterns can radically alter motor behavior, suggesting that
traditional rate-based theories of motor control require revision. The importance of spike …

Motor cortex inputs at the optimum phase of beta cortical oscillations undergo more rapid and less variable corticospinal propagation

F Torrecillos, E Falato, A Pogosyan, T West… - Journal of …, 2020 - Soc Neuroscience
Brain oscillations involve rhythmic fluctuations of neuronal excitability and may play a crucial
role in neural communication. The human corticomuscular system is characterized by beta …

[图书][B] Vertebrate sound production and acoustic communication

RA Suthers, WT Fitch, RR Fay, AN Popper - 2016 - Springer
The following preface is the one that we published in Volume 1 of the Springer Handbook of
Auditory Research back in 1992. As anyone reading the original preface, or the many users …

Cerebellar Purkinje cells control eye movements with a rapid rate code that is invariant to spike irregularity

HL Payne, RL French, CC Guo, TDB Nguyen-Vu… - Elife, 2019 - elifesciences.org
The rate and temporal pattern of neural spiking each have the potential to influence
computation. In the cerebellum, it has been hypothesized that the irregularity of interspike …

Estimation of mutual information for real-valued data with error bars and controlled bias

CM Holmes, I Nemenman - Physical Review E, 2019 - APS
Estimation of mutual information between (multidimensional) real-valued variables is used
in analysis of complex systems, biological systems, and recently also quantum systems. This …