Role Of Artificial Intelligence On Mechanical Design Systems

Role of Artificial Intelligence in Mechanical Design Systems Sagar Sarkar Student, B-Tech Mechanical and Automation Engineering Sagarsarkar043@gmail.com Introduction Artificial Intelligence is a type of Intelligence developed by machines, robots or software in order to take decisions on its own .Artificial intelligence has many goals such as reasoning ,natural language processing ,planning, Knowledge ,learning ,speech recognition, handwriting recognition etc . Basically it has the goals such as to create expert level human intelligence in machines. Artificial intelligence requires the knowledge of Probability , Statistics, neural networks, computer science, programming ,mathematical optimizations. Artificial intelligence is one of the†¦show more content†¦This makes them applicable to tasks such as speech recognition. Multilayer Feedforward Neural Network-It is a class of feedforward artificial neural network. An MLP contains at least three layers of nodes. Except for the input nodes, each node is a neuron that uses a nonlinear activation function. MLP utilizes a supervised learning technique called backpropagation for training. It can distinguish data that is not linearly separable. Convulent Neural Network -These are application image data. And as the size of the image increases the number of parameters becomes very large. We â€Å"convolve† the images to decrease the number of parameters As we slide the filter over the width and height of the input volume we will produce a 2-dimensional activation mapShow MoreRelatedImportance Of Artificial Intelligence1156 Words   |  5 PagesTitle: Understanding Emotional Intelligence and its role in development of AI Introduction In 1983, Howard Gardener, an American psychologist proposed eight (originally seven) types of intelligences (Gardner, Howard, 1983, Frames of Mind: The Theory of Multiple Intelligences). 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