The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
In this paper we present an advanced software tool designed for a multi-criteria optimization of self-organizing neural networks (SOMs) for their effective implementation in hardware. Problems that we have to deal with in this type of implementations are radically different from those that occur in only pure software realizations. Therefore, although there are many available systems to simulate NNs,...
The paper presents a new, mixed analog-digital, circuit for analog sorting signals. In comparison to other circuits of this type the proposed solution offers large versatility. The main objective is its application in Neural Gas (NG) learning algorithm used to train unsupervised neural networks (NNs). However, the circuit can also be used in nonlinear processing of analog signals. It is capable of...
This paper presents a study aimed to assess applicability of artificial neural networks (ANNs) in human activity recognition from simple features derived from accelerometric signals. Secondary goal was to select the most descriptive signal features and sensor locations to be used as inputs to ANNs. Five triaxial accelerometers were attached to human body in the following places: one at back, two at...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.