The meaning of SHORT-TERM NOTE is a financial obligation that generally runs for less than two years.
There are two kinds of memory: short-term and long-term. Information in long-term memory can be remembered at a later time when it is needed. The information may be kept for days or weeks. However, information in short-term memory is kept for only a few seconds, usually by repeating ...
short note on a heuristic search strategy in long-term memory networksdoi:10.1016/0020-0190(72)90037-3Nicholas V. FindlerElsevier B.V.Information Processing LettersN. V. Findler "Short note on a heuristic search strategy in long-term memory networks", Inform. Proc. Lett. , vol...
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In this paper, from the classical short memory principle under Grünwald-Letnikov definition, several novel short memory principles are presented and investigated. On one hand, the classical principle is extended to Riemann-Liouville and Caputo cases. On the other hand, a special kind of principles...
et al. A spike-based long short-term memory on a neurosynaptic processor. In 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 631–637 (IEEE, 2017). Akopyan, F. et al. Truenorth: design and tool flow of a 65 mW 1 million neuron programmable neurosynaptic chip. ...
Then, you will move on to the "holy grail" of time-series prediction: Long Short-Term Memory models. First, you will see how normal averaging works. That is, you say, In other words, you say the prediction at $t+1$ is the average value of all the stock prices you observed within...
1, after preprocessing the well-known dataset KDD99, we applied three different approaches, based on Long short-term memory classifier. LSTM without any dimensionality reduction (using all KDD99 features), applying Principal Component Analysis and employing Mutual Information. These approaches were ...
In this paper, we design and apply the Long Short-Term Memory (LSTM) neural network approach to predict several financial classes’ time series under COVID-19 pandemic crisis period. We use the S&P GSCI commodity indices and their sub-indices and con
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