However, most existing deep SNNs rely on direct coding that generates powerless spike representation and lacks the temporal dynamics inherent in human vision. Hence, we introduce Gated Attention Coding (GAC), a plug-and-play module that leverages the multi-dimensional gated attention unit to ...
named general gated axial-attention model for accurate cell-type annotation of single-cell RNA-seq data (scGAA). First, we analyzed the computational bottleneck of the
Future experiments will be needed to test the underlying mechanisms and define whether engagement is best considered as a change in attention, satiety and/or motivation. Regardless of the mechanisms, our results reveal that the hippocampus does not always maintain a spatial map and that place codes...
Secondly, a Mixed Three-branch Attention (MTA) module is proposed to increase the number of features in the up-sampling process. Meanwhile, the loss of feature information is reduced when restoring the feature image to the original image size. By validating Synapse, BraTs2020, and ACDC public ...
Speech coding is a method to reduce the amount of data needs to represent speech signals by exploiting the statistical properties of the speech signal. Recently, in the speech coding process, a neural network prediction model has gained attention as the reconstruction process of a nonlinear and ...
Synaptic transistors have attracted extensive attention due to their advantages such as three/multiple inputs, enabling the device to perform concurrent learning, parallel data processing, and spatiotemporal dynamic logic function [6,7]. Various types of transistors based on floating-gate [8,9], fer...
Light-gated ion channels are ion channels that are sensitive to light and can be activated or modulated by different wavelengths of light. They have attracted attention in the field of optogenetics and are believed to play a role in mechanisms of action in photobiomodulation (PBM). Although evi...
Attention is now directed toward embodiments of portable devices with cameras. FIG. 1 is a block diagram illustrating portable multifunction device 100 with camera 164 in accordance with some embodiments. Camera 164 is sometimes called an “optical sensor” for convenience, and may also be known ...
20Citations 18Altmetric Metrics Abstract Cortical circuits process both sensory and motor information in animals performing perceptual tasks. However, it is still unclear how sensory inputs are transformed into motor signals in the cortex to initiate goal-directed actions. In this study, we found tha...
In principle, the waveform kinetics of horizontal and bi- polar cells could be informative about the coding of the visual information in cone- and rod-driven retinal cir- cuits, but the complication is that the response kinetics of bipolar and horizontal cells are not shaped exclu- sively by...