The application of feed forward back propagation artificial neural networks with one hidden layer (ANN) to perform the equivalent of multiple linear regression (MLR) has been examined using artificial structured data sets and real literature data. The predictive ability of the networks has been estimated using a training/ test set protocol. The results have shown advantages of ANN over MLR anal...

In this paper, the impact on fuzzy ARTMAP performance of decisions taken for batch supervised learning is assessed through computer simulation. By learning different realworld and synthetic data, using different learning strategies, training set sizes, and hyperparameter values, the generalization error and resources requirements of this neural network are compared. In particular, the degradati...

The role of the amygdala central nucleus (CeN) in habit learning was assessed in two experiments. First, we examined the effects of bilateral lesions of the anterior CeN on an overtraining-induced lever press habit evaluated using an outcome devaluation protocol. Overtraining generated habitual performance and rendered sham lesioned rats insensitive to outcome devaluation, an effect that was al...

Neurons that fire in relation to licking, in the ventral part of the dorsolateral striatum (DLS), were studied during acquisition and performance of a licking task in rats for 14 sessions (2 h/d). Task learning was indicated by fewer errors of omission of licking and improved movement efficiency (i.e., shorter lick duration) over sessions. Number of licks did not change over sessions. Overtrain...

The possible effect of overtraining on interocular transfer of striated pattern discrimination was studied in Chinchilla rabbits. Over-training did not improve the low level of interocular transfer generally found in rabbits.

Abstract Funding Acknowledgements Type of funding sources: None. Background Training professional athletes comprises repetitive overloading to initiate structural and functional changes for favorable adaptation the workouts, but with an inadequate recovery may produce non-functional overreaching(NFO) then overtraining syndrome(OTS). It is important study chronic effects exercises via responses ...