Long short term memory neural networks
Previsão de séries temporais financeiras: uma abordagem com Long Short-term Memory Deep Neural Networks
... Logo, apareceu os LSTMs, que têm a mesma estrutura de cadeia que RNR e aprendizagem profunda (DL), mas diferentes estruturas de módulos repetidos. Ao invés de uma camada de rede neural única da RNR, existem várias ...
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A Comparison on Statistical Methods and Long Short Term Memory Network Forecasting the Demand of Fresh Fish Products
... older networks architectures, that being a recurrent network is suitable to model time ...of neural networks to model time series is paying ...
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Identification of a functional connectome for long-term fear memory in mice.
... functional networks, suggesting that there is a degree of degeneracy at the network level ...of neural elements to produce same output ...for networks engaged by recall of contextual fear ...
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Dancing bees improve colony foraging success as long-term benefits outweigh short-term costs.
... A closer examination of our model and the existing literature suggests that our results of long term benefits of the dance are plausible. Recruitment in honeybees is costly [21,23,24]: recruits need to wait ...
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Aftermarket short covering in ipos and long-term stock liquidity
... selling short a number of shares in excess to the amount originally ...This short position subsequently is covered either by repurchases of shares in the aftermarket (ASC), by the exercise of the greenshoe ...
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Self-construal priming affects speed of retrieval from short-term memory.
... from short-term memory (STM), using to-be- remembered stimuli that are less directly linked to individualism and ...the memory processes themselves rather than effects due to the memory ...
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A survey of short-term and long-term stability of tube parameters in a mammography unit
... sess short-term and long-term sta bil ity of tube pa ram e ters in the given mam mog ra phy unit and to make a com par i son be tween ...
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Neural processing of short-term recurrence in songbird vocal communication.
... however, short-range contact calls do not constitute background sound but rather on-going communicative behavior that needs to be monitored in order to increase survival ...the neural systems that analyze ...
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Short and long-term effects of a child-labor ban
... our long-term estimates for the overall treated ...the long-term in our database since we work with repeated cross- ...the short term on, say, log wages in the long ...
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SHORT AND LONG-TERM EFFECTS OF A CHILD- LABOR BAN
... the short term; (2) it shows that the ban has persistent effects on time allocation between schooling and working activities; (3) it suggests that the returns to experience for the unaffected cohort were ...
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Short and long term investor synchronization caused by decoupling.
... Without any constraints on the amount of money or the number of stocks available to the agents, the optimal state for all players is such that all agents cooperate and make the same decision (either buy or sell). This is ...
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Sensor networks with multiple technologies: short and long range
... Area Networks (WLANs) ...cellular networks e.g. Global System for Mobile Communications (GSM) and Long Term Evolution (LTE) have been the prevalent technologies in ...and short range ...
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Short-term electricity prices forecasting in a competitive market: A neural network approach
... a neural network approach for forecasting short-term electricity ...longer term, concerning future fuel prices and technical ...Nowadays, short-term forecasts have become ...
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Forecasting Short Term Electricity Price Using Artificial Neural Network and Fuzzy Regression
... Using classical time series ARIMA model the one hourly electricity price values have been forecasted using models that are explained in the previous section. Accordingly, ARIMA(1, 1, 1) model is the fittest model, the ...
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Interplay between short- and long-term plasticity in cell-assembly formation.
... Although we pursued biologically plausibility in the present modeling, some assumptions of the model remain to be confirmed by experiment. We assumed that LTD of excitatory synapses has a logarithmic weight dependence, ...
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Real time and long term performance management metrics in mobile networks
... considered: long term management, which consists in saving less detailed data for long periods of time, and real time management that allows much more detailed information for narrower time ...
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Pituitary-thyroid axis in short- and long-term experimental diabetes mellitus
... very short- term (6 days), short-term (15 days) and chronic (6 months) streptozotocin-induced diabetes on rat serum TSH (A) and T 4 ...
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Mobile Cell Selection In 4G Long Term Evolution-Advanced (LTE-A) Networks
... The Long Term Evolution/System Architecture Evolution (LTE/SAE) system has been specified by the Third Generation Partnership Project (3GPP) on the way towards fourth-generation (4G) mobile to ensure 3GPP ...
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The evidence for hippocampal long-term potentiation as a basis of memory for simple tasks
... proposed long ago that different brain structures and processes therein may handle different as- pects or components of each memory (Izquierdo et ...one-trial memory (Roesler et ...
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Characterization and modelling of long-term memory effects in GaN HEMTs
... The SSEC determined previously is the result of a set of small-signal S-parameter mea- surements. However, RF power transistors are typically operated under large signals in such a way that the highest possible output ...
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