Attached. Please let me know if you have any questions or need revisions.Running head: COGNITIVE COMPUTING AND DEEP LEARNINGCognitive Computing and Deep LearningStudent NameInstitution of Affiliation1COGNITIVE COMPUTING AND DEEP LEARNING2Question oneIt is an AI characteristic that imitates processes of reasoning by using mathematical data algorithmto learn, as do people (Bini, 2018). The efficiency of standard machine learning techniques islargely dependent on data recognition, while profound learning relies not on statistical analysis. Incontrast to profound learning which automatically acquires the information needed In conventionalartificial intelligence, people need to individually extract and define characteristics that areanalytically or essentially important to the problem and calculate the features in the best formatinto the algorithm to accomplish a given task.Question twoNanotechnology is use of robots for devices to work and guide people. Fuzzified logic is awidespread basic logic in which any idea can have a certain core of truth from 0.0 to 1.0.Expert systems/knowledge- is a form of artificial intelligence (AI) designed to capture expertisefrom expert systems to assist in decision-making?Question threeA number of techniques allow a system to automatically classify the expressions required to detector classify raw data features. With respect to machine education and profound learning, where bothdevelop system features, the operations are assigned to the output layer using interpretationlearning methods.Question fourHard limit: This transfer function causes a neuron to produce a 1 if its net input surpasses, or elseit produces a 0. This allows a neuron to make or classify a decision. Linear function transformsthe neural network into a single layer. A computer program with a linear activation function isCOGNITIVE COMPUTING AND DEEP LEARNING3simply a linear regression model with limited power and ability to manage various parameter datacomplexity parameters. To yield an output that is between 0 and 1, it is recommended thatnonlinear activation functions be used at the output units to portray conditional probability.Positive linear is also referred to as the Rectified Linear Unit input signal, which determines botha unique function and its renunciation when coding.Question fiveMLP is the use of an artificially neural network in large scale to work out a variety of diverseissues, including recognition of pattern and Interpolation. The Perceptron consists of a completelyrelated input layer and output layer. The Multilayer Perceptron (MLPs) breaks this constraint andclassifies non-linearly separable datasets. They do this by studying regression and classificationmodels for complicated datasets using a more rigorous and diverse architecture.Summation weights determines sums of all the input elements joining every processing unit.Function of summation multiplies the weight of each value of input and sums total weighted sumvalues. Activation weights are applied by the neuron to incorporate non-linear properties in thenetwork to determine output from a set of input data.Report on cognitive computingIn dynamic circumstances where the responses may be unclear and vague, the act ofmimicking human thoughts …
15 Million Students Helped!
Sign up to view the full answer
Our customer is the center of what we do and thus we offer 100% original essays..
By ordering our essays, you are guaranteed the best quality through our qualified experts.All your information and everything that you do on our website is kept completely confidential.
Academicwritingcompany.com always strives to give you the best of its services. As a custom essay writing service, we are 100% sure of our services. That is why we ensure that our guarantee of money-back stands, alwaysRead more
The paper that you order at academicwritingcompany.com is 100% original. We ensure that regardless of the position you are, be it with urgent deadlines or hard essays, we give you a paper that is free of plagiarism. We even check our orders with the most advanced anti-plagiarism software in the industry.Read more
The Academicwritingcompany.com thrives on excellence and thus we help ensure the Customer’s total satisfaction with the completed Order.To do so, we provide a Free Revision policy as a courtesy service. To receive free revision the Academic writing Company requires that the you provide the request within Fifteen (14) days since the completion date and within a period of thirty (30) days for dissertations and research papers.Read more
With Academicwritingcompan.com, your privacy is the most important aspect. First, the academic writing company will never resell your personal information, which include credit cards, to any third party. Not even your lecturer on institution will know that you bought an essay from our academic writing company.Read more
The academic writing company writers know that following essay instructions is the most important part of academic writing. The expert writers will, therefore, work extra hard to ensure that they cooperate with all the requirements without fail. We also count on you to help us provide a better academic paper.Read more