Optimal Information Storage and the Distribution of Synaptic Weights

Optimal Information Storage and the Distribution of Synaptic Weights Perceptron versus Purkinje Cell

It is widely believed that synaptic modifications underlie learning and memory. However, few studies have examined what can be deduced about the learning process from the distribution of synaptic weights. We analyze the perceptron, a prototypical feedforward neural network, and obtain the optimal synaptic weight distribution for a perceptron with excitatory synapses. It contains more than 50% s...

Optimal information storage and the distribution of synaptic weights: Perceptron vs. Purkinje cell Supplemental Material: Computation of perceptron capacity and synaptic weight distribution

analysis of reading comprehension needs of the students of paramedical studies: the case of the students of health information management (him)

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Locating, Sizing, and Optimal Planning of the Distribution Substations Using Vanadium Flow Battery Storage to Improve the Efficiency of the Power Distribution Network

In power grids, there must always be a balance between energy production and consumption. Due to the variable nature of consumers, energy production should also be subject to these changes. Electricity storage is one of the most important issues in the electricity industry, which can generate many ancillary services such as load curve leveling, peak shaving, integration with renewable units, ro...

Optimal energy management of the photovoltaic based distribution networks considering price responsive loads, energy storage systems and convex power flows.

Nowadays, presence of photovoltaic systems in distribution network is not without challenge and it may not have economic productivity for the system under the lack of optimal management. Energy storage systems are able to cope with this problem. Therefore, in this paper, a new method is proposed for energy management of the distribution networks in order to show that how presence of the energy ...