We develop a new edge detection algorithm, holistically-nested edge detection (HED), which performs image-to-image prediction by means of a deep learning model that leverages fully convolutional ...

Abstract: Unlike their integer order counterparts, fractional order differentiation is a non-local operation and its computation requires evaluating nested loops over the history of the operated ...

Abstract: This paper proposes a model predictive control (MPC) strategy for a nested neutral point-clamped (NNPC) converter to control output currents and voltages of flying capacitors. The NNPC ...

Animals encounter and remember multiple experiences daily. During sleep, hippocampal neuronal ensembles replay past experiences and preplay future ones. Although most previous studies investigated ...

The simple config files are assumed to be ordinary text (.txt) files. The syntax of the files is designed to be very similar to the YAML syntax. configuration data can be stored as key/value pairs, ...

The brain’s ability to navigate to rewards is crucial for survival, relying on memory of paths while avoiding unpredictable threats. Our investigation, by building a biologically plausible spiking ...

River networks regulate carbon and nutrient exchange between continents, atmosphere, and oceans. However, contributions of riverine processing are poorly constrained at continental scales. Scaling ...

Hierarchically-organized data arise naturally in many psychology and neuroscience studies. As the standard assumption of independent and identically distributed samples does not hold for such data, ...