Neural Network Approach for a Rapid Prediction of Metal-Supported Borophene Properties.

We developed a high-dimensional neural network potential (NNP) to describe the structural and energetic properties of borophene deposited on silver. This NNP has the accuracy of density functional theory (DFT) calculations while achieving computational speedups of several orders of magnitude, allowing the study of extensive structures that may reveal intriguing moiré patterns or surface corrugations. We describe an efficient approach to constructing the training data set using an iterative technique known as the "adaptive learning approach".

Individual differences in radial maze performance and locomotor activity in the meadow vole, Microtus pennsylvanicus.

Individual differences in the radial maze performance and locomotor activity of wild-caught and first-generation laboratory-born meadow voles are described. Based on their patterns of response in an eight-arm radial maze the essentially wild voles fell into three behavioral categories: 1) strict algorithmic (i.e.

Temporal control on interval schedules: what determines the postreinforcement pause?

On fixed-interval or response-initiated delay schedules of reinforcement, the average pause following food presentation is proportional to the interfood interval. Moreover, when a number of intervals of different durations occur in a programmed cyclic series, postreinforcement pauses track the changes in interval value. What controls the duration of postreinforcement pauses under these conditions? Staddon, Wynne, and Higa (1991), in their linear waiting model, propose control by the preceding interfood interval.

The determinants of postreinforcement pausing.

Pigeons typically pause following food presentation on schedules that program food at regular intervals. These postreinforcement pauses (prps) are a constant proportion of the interfood interval (IFI). Wynne and Staddon (1988) proposed one-back linear waiting as an account for postreinforcement pausing, or waiting time, as they called it, on response-initiated-delay schedules.

Tolman and Tryon. Early research on the inheritance of the ability to learn.

Few psychologists today are aware of the seminal role played by learning theorist Edward C. Tolman in the early development of the field of behavior genetics. Tolman was the first to publish a study of selective breeding for maze-learning ability in rats.