If simultaneous firing of hippocampal neurons during explorative-learning behaviour is sufficient for temporary synaptic modification, then the question arises as to whether similar cooperative firing can trigger persistent alterations in synaptic strength.
If conjoint firing of neurons during explorative-learning behaviour is a sufficient condition for synaptic modification [29], [30], then this suggests that similar cooperative firing may correlate with long-term alterations in synaptic weights.
In fact, the estimation of cost-to-go functions in traditional online learning (e.g., Q-learning and Reinforcement learning[10 12]) requires sufficient observation of a sample-path such that it hits all the states of the FSM a large number of times.
Instead, this demonstrates that visual cues alone are sufficient for acute-, leanded-, and social-learning responses.
Using a systematic computational approach and comparing its results with experimental data this work demonstrates that machine-learning approach based on neural network is sufficient for predicting engine out nano-scale PM count as a function of engine load and speed.
This corpus provides sufficient training examples for machine-learning methods.
Our study on the effects of flipped-class pedagogy on motivation and strategies for learning shows that the substitution of a flipped-class session for one of the five traditional lecture sessions per week appeared to be sufficient to achieve changes in learning strategies of students toward deep-learning strategies.
In addition, syntax trees are not easy to interpret for non-linguists and the development of rules and regular expressions for searching those trees or, in case of machine-learning based approaches, annotating a training corpus of sufficient size, are time consuming tasks.
We recruited sufficient employees and the managers who took part found the guided e-learning intervention and the trial acceptable.
The "learning-by-doing" theory also justifies temporary subsidies after which workers are expected to have acquired sufficient skills to make them productive enough for finding employment on an unsubsidized basis.
