Loading...
  • Algorithms
  • At Baidu's Silicon Valley AI Lab, we are proactively trying several approaches to change our algorithms to harness the potential of locality, and early experiments show very promising signs of overcoming this challenge. (forbes.com)
  • Neurons
  • In a traditional recurrent neural network, during the gradient back-propagation phase, the gradient signal can end up being multiplied a large number of times (as many as the number of timesteps) by the weight matrix associated with the connections between the neurons of the recurrent hidden layer. (danmackinlay.name)
  • computational
  • Therefore, to alleviate the problems associated with homology based traditional approaches, numerous computational intelligence techniques have been proposed in the recent past. (hindawi.com)
  • Here, we review computational approaches determining the nanopore sequencing error rate. (springer.com)
  • models
  • We will follow an incremental approach starting from the introduction of learning models for sequential data processing and showing how these can be extended to deal with more complex structured domains. (unipi.it)
  • See Sequential Neural Models with Stochastic Layers . (danmackinlay.name)
  • tasks
  • The data serving as basis for this synthetic approach have been obtained with chronic multisite recordings from the visual cortex of anesthetized cats and from monkeys trained to solve cognitive tasks. (frontiersin.org)
  • model
  • The performance of this approach is demonstrated using the four variables of the Bueno-Orovio-Fenton-Cherry model describing electrical excitation waves in cardiac tissue. (frontiersin.org)
  • Ratcliff, R., Tuerlinckx, F.: Estimating parameters of the diffusion model: Approaches to dealing with contaminant reaction times and parameter variability. (springer.com)
  • The ability to model correlations between pairwise residues allows it to obtain a significant improvement over standard 1D based approaches. (biomedcentral.com)
  • means
  • Rather than the commonly used sequencing-by-synthesis approach, nanopores directly sense DNA or RNA bases by means of pores that are embedded in a membrane separating two compartments. (springer.com)
  • problem
  • We present the effectiveness of this approach by applying it to an important problem in the railroadindustry, i.e., the inspection of railroad wheels. (iospress.com)
  • In order to circumvent this problem, the recurrent connections are not trained at all in the ESN approach. (dobots.nl)
  • data
  • Bratko and Suc 8 presented one approach to qualitative data mining, which aimed at finding qualitative patterns, or qualitative relationships, in numerical data. (scielo.org.za)
  • random
  • This approach is effective because of the non-random nature of protein sequences, especially in regions such as catalytic domains. (biomedcentral.com)
  • identification
  • The proposed approach constitutes a highly automated tool for the identification of metalloproteins, which provides results of comparable quality with respect to highly manually refined predictions. (biomedcentral.com)