Channel Gating Neural NetworksWeizhe HuaYuan ZhouChristopher M. De SaZhiru ZhangG. Edward SuhNeural Information Processing Systems
One of the methods includes receiving a network input; processing the network input through a gater neural network to generate a gating vector that ... Z Chen,LI Yang,S Bengio,... 被引量: 0发表: 2022年 加载更多研究点推荐 channel gating Channel Gating Neural Networks deep neural networks 0...
然而,存在一些方法可以绕过这样的限制。Shazeer等(2017)引入了sparsely-gated mixture-of-experts,并在可反向传播的gating networks上使用noisy ranking来选择昂贵的专家进行评估。Bolukbasi等人(2017)训练了可微分的策略函数,在DNN中实现early exits。Hua等(2018)学习了二元策略,决定是使用部分还是所有输入通道进行卷积,...
high quality idealisation is typically laborious and becomes infeasible and subjective with complex biological data containing many distinct native single-ion channel proteins gating simultaneously. Here, we show a deep learning model based on convolutional neural networks and long short-term memory archit...
Multiple auxiliary subunits of sequence-related cation channels, such as the voltage-gated calcium channels (VGCCs), promote the stabilization and membrane localization of the channel, and/or modulate channel gating and kinetics (Catterall, 2000b; Simms and Zamponi, 2012). Despite bearing no ...
Channel gating pore: a new therapeutic target. Cell Res. 23, 1067–1068 (2013). Article CAS PubMed PubMed Central Google Scholar Peretz, A. et al. Targeting the voltage sensor of Kv7.2 voltage-gated K+ channels with a new gating-modifier. Proc. Natl. Acad. Sci. USA 107, 15637–...
The frequency-resolved optical gating (FROG) trace, which represents the ultrafast pulse structure in the time and frequency domain, is a picture of intensity distribution with time and frequency on the longitudinal axis. As shown in Fig. 10A, the CNN can map the FROG trace with the pulse ...
The performance of single image super-resolution has achieved significant improvement by utilizing deep convolutional neural networks (CNNs). The features in deep CNN contain different types of information which make different contributions to image reconstruction. However, most CNN-based models lack discr...
The unique intracellular super-helical scaffold of the channelosome provides a molecular basis for the potential coupling between its conformational change and the gating of NALCN, as reported in RyR124. We speculate that the intracellular scaffold not only plays an essential role in directly mediatin...
regularity in midbrain dopamine neurons, no hypotheses have been put forth as towhyorhowthis effect is mediated by SK channels. It could be argued that during inhibition of SK channels, membrane voltage values would lie mostly in the steep region of a sodium channel gating curve for a large...