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(DLL). Every NeuroSolutions component implements a function conforming to a simple protocol in C. To add a new component, modify the template function for the base component and then compile the code into a DLL.NeuroDimension, Inc. provides three ways for NeuroSolutions to deploy a custom neural network solution for applications: code generation, DLL generation, and OLE generation.Code generationNeuroSolutions can automatically generate C++ source code for a neural network designed within its graphical user interface. This provides the flexibility to customize the neural network code for that particular application. Since the generated code is ANSI-compliant, the user can deploy the neural network solution to other platforms such as UNIX.DLL generationThe Custom Solution Wizard is an optional add-on product that will take a neural network designed within NeuroSolutions and encapsulate it into a dynamic link library (DLL) that conforms to a simple protocol. The DLL can then be embedded into the user's own C++, Visual Basic, Microsoft Excel, Microsoft Access or Internet (ASP) application, without requiring advanced programming skills.OLE automationThis technology provides the ability to programmatically control NeuroSolutions from any external application that supports automation, such as Microsoft Excel, Microsoft Access, and applications developed with Visual Basic or Visual C++. In the simplest case, the application developer could send NeuroSolutions the data to process, tell it to begin processing, and then retrieve the results back into the application. However, with its extensive protocol, NeuroSolutions can also do more complex tasks.Machine learningLoading related searches...

We are comfortable working on single fee-for-service contracts right up to multiple member research teams driving forward development programs under FTE agreements or as a working partnership. We incorporate the latest technologies in our pursuit of electrophysiological excellence, and deliver exceptional results ahead of schedule. We also provide animal behavioural and molecular biological services of the highest quality in parallel with our electrophysiological expertise.HistoryNeuroSolutions Limited (“NeuroSolutions”) was founded and incorporated in 2001 as a “spin-out” company from the University of Warwick in the UK. NeuroSolutions is a neuroscience and neurology-based translational research and development company.For nearly 15 years, NeuroSolutions Ltd has been a leading Contract Research Organisation (CRO) providing high quality electrophysiological services to the Pharmaceutical and Biotechnology industry, with management having a combined experience of over 80 years in electrophysiological research and drug development within this sector. The company was established to position itself as a leading provider of specialised electrophysiology services to the biopharmaceutical industry. We use our technology to support all aspects of preclinical drug discovery and biomedical translational research with a particular focus on disease of the nervous system. The company supports research and development focused on pain, neurodegenerative disorders, psychiatric disorders, anxiety, depression and central neural control of bodyweight, specifically obesity.What our Clients say:“I have worked with NeuroSolutions on many projects over many years. The quality of the data is second to none, their scientific expertise and collaborative approach to our technicality demanding projects has been excellent. For example, the work on SEN1576 has led to high-impact joint publications with Senexis and this compound is now being developed by Talisman Therapeutics.”Dr Mark TreherneAs former Chief Executive of Senexis Limited (Dr Treherne is currently Chief Executive of Life Sciences Organisation at UK Trade & Investment, which helps UK business trade overseas).

NeuroSolutions is a neural network development environment developed by NeuroDimension. It combines a modular, icon-based (component-based) network design interface with an implementation of advanced learning procedures, such as conjugate gradients, the Levenberg-Marquardt algorithm, and back-propagation through time.[citation needed] The software is used to design, train, and deploy artificial neural network (supervised learning and unsupervised learning) models to perform a wide variety of tasks such as data mining, classification, function approximation, multivariate regression and time-series prediction.[citation needed]Quick Facts Developer(s), Operating system ...CloseNeuroSolutions provides three separate wizards for automatically building neural network models:Data ManagerThe Data Manager module allows the user to import data from Microsoft Access, Microsoft Excel or text files and perform various preprocessing and data analysis operations. From the Data Manager, the user can load the data directly into a NeuroSolutions breadboard or use the data to create a new neural network.[citation needed]NeuralBuilderThe NeuralBuilder centers the design specifications on the specific neural network architecture the user wishes to build. Some of the most common architectures include:Multilayer perceptron (MLP)Generalized feedforwardModular (programming)Jordan/ElmanPrincipal component analysis (PCA)Radial basis function network (RBF)General regression neural network (GRNN)Probabilistic neural network (PNN)Self-organizing map (SOM)Time-lag recurrent network (TLRN)Recurrent neural networkCANFIS network (Fuzzy logic)Support vector machine (SVM)Once the neural network architecture is selected, the user can customize parameters such as the number of hidden layers, the number of processing elements and the learning algorithm. A genetic algorithm can also be used to automatically optimize the settings.[citation needed]Neural ExpertThe Neural Expert centers the design specifications around the type of problem the user would like the neural network to solve (classification, prediction, function approximation or clustering). Given this problem type and the size of the user's data set, the Neural Expert automatically selects the neural network size and architecture that will likely produce a good solution. A beginner setting also exists which hides some of the more advanced operations such as cross validation and genetic optimization.User-defined neural networksNeuroSolutions is based on the concept that neural networks can be broken down into a fundamental set of neural components. Individually these components are relatively simplistic, but several components connected together can result in networks capable of solving very complex problems. The network construction wizards will connect these components based on the user's specifications. However, once the network is built, the interconnections can be arbitrarily changed and components can be added or removed. NeuroSolutions also allows for the integration of algorithms through dynamic link libraries

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