The two years line is equivalent to journal impact factor ™ (Thomson Reuters) metric. Cites per documentYearValue Cites / Doc. (4 years) 1999 0.340 Cites / Doc. (4 years) 2000 0.415 Cites / Doc. (4 years) 2001 0.564 Cites / Doc. (4 years) 2002 0.576 Cites / Doc. (4 years...
The computation process in a fully connected layer involves: Multiplying input values by the layer's weights. Adding bias terms (if not suppressed). Applying an activation function (if present). Key types of fully connected layers include: TNNetFullConnectLinear: a basic fully connected layer wit...
two networks with the same architecture are to be used for the whole transformation; each identical part is responsible for the computation of either the real or imaginary parts of the resulting arrays, which contain the values of continuous NF spectrum defined in Eq. (10). Figure...
Massive scale, in terms of both data availability and computation, enables important breakthroughs in key application areas of deep learning such as natural language processing and computer vision. There is emerging evidence that scale may be a key ingredient in scientific deep learning, but the impo...
However, the method is very computationally expensive, requiring 24 h of computation time for one run. Because of this, no averaging over many trials was performed. It is stated, however, that “given that the genetic algorithm is finding a near global minimum for C it is likely that the ...
Whenever g(z,u)=h(z−u), the computation defined by Eq. (1) returns the map y(⋅) that is the convolution of filter g(⋅) with the video signal v(⋅). It's worth mentioning that the notion of convolution is typically given for ⊢m=m=1. This extension over vectorial ...
transformed features. The large number of HMM states added significantly to the computational burden, since most of the computation is done at the output layer. As a result, we chose to use 2000 nodes at the lowest layer, but used 1000 nodes in the layers above, to make the training ...
- International Conference on Natural Computation 被引量: 4发表: 2010年 Predication of Properties of Welding Joints Based on Uniform Designed Neural Network. Predication of Properties of Welding Joints Based on Uniform Designed Neural Network.It is difficult to predict the mechanical properties of ...
V. Computation through neural population dynamics. Annu. Rev. Neurosci. 43, 249–275 (2020). Article CAS PubMed PubMed Central Google Scholar Barack, D. L. and Krakauer, J. W. Two views on the cognitive brain. Nat. Rev. Neurosci. 22, 359–371 (2021). Santhanam, G. et al. ...
Fig. 1: Levels of neural computation. Computations are generally taken to occur at the circuit and synaptic levels of neuronal function on the timescales of milliseconds to seconds. These, however, are nested within slower, cellular computations that occur on the levels of cell signaling (seconds...