Dynamic gating in multi-modular neural networks using random connectionsBurak, YoramRIGOTTI, MFusi, S
As shown in Fig.3, X is mapped to the feature map U through any given transformation, such as convolution. For the feature U, we first make a feature descriptor by a squeezing operation. Then an excitation operation is followed, which uses a simple self-gating mechanism, takes feature desc...
2.8. Reconstruction of functional neural network with GHP@NSC treatment The complex neural networks in the spinal cord regulate a variety of physiological functions [67,68]. Therefore, understanding functional maturation and connectivity in 3D-printed neural tissues is vital for the application of NSC...
deep learning is mostly applied in the form of convolutional neural networks (CNNs) and its use in clinical practice has been rapidly growing over the years in order to refine the methodology of
Zhang Z, Ma Z, Cai S, et al (2022) Knowledge-enhanced dual-channel gcn for aspect-based sentiment analysis. Mathematics 10(22). https://doi.org/10.3390/math10224273 Ma Y, Song R, Gu X et al (2023) Multiple graph convolutional networks for aspect-based sentiment analysis. Applied Intelli...
After 48 h, the cells were lysed, and the activity of firefly luciferase was assessed using the Dual-Luciferase® Reporter Assay System (Promega). The results were normalized to the internal reference of Renilla luciferase. MDA and ferrous ion assays...
Shaping Functional Architecture by Oscillatory Alpha Activity: Gating by Inhibition Front. Hum. Neurosci., 4 (2010), 10.3389/fnhum.2010.00186 Google Scholar Jobard et al., 2003 G. Jobard, F. Crivello, N. Tzourio-Mazoyer Evaluation of the dual route theory of reading: A metanalysis of 35 ne...
An example of the standard gating strategy for flow cytometry analysis. Cells are gated based on side scatter (SSC) and forward scatter (FSC). Single cells are then gated based on FSC-width (W) vs FSC-height (H) followed by gating live cells based on DAPI exclusion. Single, viable cells...
independent of clock signal and are unsuitable to be applied in pipeline and SRAM bit line circuits of the modern high performance microprocessors, because clock signal is required to control the running speed of the gates, and set the gates in standby state or evaluation state for gating ...
11kAccesses 209Altmetric Metrics Abstract To realize molecular-scale electrical operations beyond the von Neumann bottleneck, new types of multifunctional switches are needed that mimic self-learning or neuromorphic computing by dynamically toggling between multiple operations that depend on their past. Here...