Shadlen, M.N. (2003). Rate versus temporal coding mod- els. Encyclopedia of Cognitive Science. London: Nature Publishing Group.Shadlen MN (2002) Rate versus Temporal Coding Models. In: Nadel L, editor. Encyclopedia of Cognitive Science. London: Macmillan. pp. 819–825....
It is controversial whether temporal spike coding or rate coding is dominant in the information processing of the brain. We show by a two-layered neural network model with noise that, when noise is small, cortical neurons fire synchronously and intervals of synchronous firing robustly encode the ...
Information may either be represented as the average number of spikes per unit time (rate coding)1,2 or by their precise timing (temporal coding)3. The nervous system may also utilize a combination of both strategies, suggesting a continuum between these two extreme coding schemes4. Indeed, ...
This repository contains training and inference code for the paper "Variable rate learned wavelet video coding with temporal layer adaptivity". The paper is available onArxiv. Installation Setup conda environment and install Pytorch: conda create -n$ENV_NAMEpython=3.8 conda activate$ENV_NAMEpip insta...
Furthermore, the error rate of the older adult’s performance increased at the increasing of the complexity of the task262. On the other hand, changes in episodic memory and future thinking in aging263 could impair the ability to mentally explore other temporal dimensions, and the vividness of...
embedded in the VR headset with a sampling rate of 90 Hz and an estimated spatial accuracy between 0.5° to 1.1° The particularity of such a system is that (1) it tracks eye movements corrected for head movements, (2) it provides estimations of the gaze location in the 3D space rather...
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding. Kaiyuan Chen, Xingzhuo Guo, Yu Zhang, Jianmin Wang, Mingsheng Long. ICML 2024 [link] UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis. Yunhao Zhang...
(indexed by the Shannon entropy) may explain the diminished phenomenon in addition to spatial-rate coding theory. Our mathematical model remains valid for explaining the tactile form perception, at least in the range of small mechanical deformation up to 20\(\upmu \)m used in the current ...
Episodic memory decline is an early marker of cognitive aging in human. Although controversial in animals and called “episodic-like memory”, several models have been successfully developed, however they rarely focused on ageing. While marmoset is an em
The auditory cortex may then deploy a rate-based cortical population coding scheme to extract frequency or pitch44. Implications for cochlear implants Pitch information delivered by implanted electrodes employing differential stimulation of auditory nerve fibres appears to be limited66. Therefore, for ...