Topic > Cognitive computing application software overview

IndexIBM WatsonSparkCognitionDeepmindCisco Cognitive Threat AnalysisCognitiveScaleNumentaCustomerMatrixExpert SystemMicrosoft Cognitive ServicesHPE Haven OnDemandCognitive computing aims to simulate human thought processes in a computer model. To this end, cognitive applications use deep learning algorithms and neural networks and take advantage of the latest technological solutions such as data mining, natural language processing and pattern recognition. Say no to plagiarism. Get a tailor-made essay on "Why Violent Video Games Shouldn't Be Banned"? Get an original essay IBM Watson IBM Watson leverages in-depth content analysis and evidence-based reasoning to accelerate and improve decisions, reduce costs, and optimize outcomes. Watson uses a variety of transformative technologies that leverage natural language, hypothesis generation, and evidence-based learning. Combined with massively parallel probabilistic computing techniques, Watson can fundamentally change the way we think about rapid problem solving. Using machine learning, statistical analysis, and natural language processing to find and understand clues in questions, Watson then compares possible answers, ranking its confidence in their accuracy, and responds. Watson Engagement Advisor helps organizations understand their customers better based on their past history, engage them wherever, whenever and however they choose, and empower them in the moment of action.SparkCognitionSparkCognition provides SparkPredict, SparkSecure and Mind Fabric. SparkPredict applies sophisticated algorithms to large amounts of sensor data, bringing intelligence to the Industrial Internet. SparkSecure Cognitive Insights adds a cognitive layer to traditional security solutions, improving threat detection, increasing IT capacity and reducing false positives. The MindFabric platform is a workspace for professionals looking to gain insights from their data. SparkPredict delivers truly predictive capabilities that can provide machine operators with billions of dollars in cost savings and operational efficiency improvements. SparkPredict learns from sensor data, identifies impending failures long before they occur, and alerts operators to suboptimal operation before it causes damage. Algorithms power a platform that allows our customers to quickly take action on all their assets, automatically spot anomalous behavior, automatically create specific models for assets that don't need supervision, and predict or classify on an ongoing basis.DeepmindDeepmind is software that seeks to resolve intelligence through research. Intelligence makes the world a better place to live. Deepmind uses real-world applications of AI technology. One of the key applications of Deepmind is in the healthcare industry. It has put advanced technology in the hands of nurses, doctors and patients. Deepmind allows nurses and doctors to instantly analyze test results, determine the right treatment and forward special cases to the right specialist. Therefore, Deepmind provides more accurate analysis and faster care that patients need. Deepmind Health offers the highest level of security regarding a patient's data. The data is highly encrypted and cannot be linked to Google accounts or used for advertising. Deepmind partners with Google to apply cutting-edge research to products and infrastructure used by people around the world. Deepmind allows control tohuman level through deep reinforcement learning. Artificial intelligence is said to excel at a variety of tasks that are challenging for humans. Deepmind uses hybrid computing using a DNC to use its memory to answer complex questions. DeepMind Lab is a customizable 3D game-like platform tailored for agent-based artificial intelligence research. It is observed from a first-person point of view, through the eyes of the simulated agent. PySC2 is the Python component of DeepMind's StarCraft II Learning Environment (SC2LE). Exposes Blizzard Entertainment's StarCraft II Machine Learning API as a Python RL environment. This is a collaboration between DeepMind and Blizzard to develop StarCraft II into a rich environment for RL research. PySC2 provides an interface for RL agents to interact with StarCraft 2, obtaining observations and sending actions. Cisco Cognitive Threat AnalysisCognitive Threat Analytics quickly detects and responds to attempts to establish a presence in your environment and to attacks already in progress, all without additional hardware or software to deploy. Cognitive Threat Analytics analyzes anomalous web traffic. Detect attacks before they can start exfiltrating sensitive data. Cognitive threat analysis identifies both the source and destination of web traffic. It checks the legitimacy of the destination, detects the size and type of information returned, checks which other domains it is communicating with, and can detect the exfiltration of your most sensitive data, whether via HTTP, HTTPS, or even anonymous protocols like Tor. By identifying confirmed threats, Cognitive Threat Analytics eliminates false positive alerts, reduces the amount of time investigators spend determining the root cause of an incident, and helps the IT team quickly remediate threats and focus on running the business.CognitiveScaleCognitiveScale is a provider of Cognitive Cloud enterprise software, a new class of big data interpretation and machine learning systems that accelerate decision making, improve customer engagement and improve employee productivity. Built on Cognitive Cloud Fabric, Cognitive applications use machine-augmented intelligence to weave actionable insights, predictions, and recommendations directly into business applications and business processes, getting smarter with more data and user interactions. CognitiveScale's Cognitive Cloud Fabric interweaves artificial intelligence and natural language processing and reasons on structured and unstructured data. This data includes information found in databases, electronic health records and claims systems, social media, and remote sensing devices. NumentaNumenta, is inspired by machine learning technology and is based on a theory of the neocortex. The technology can be applied to anomaly detection in servers and applications, human behavior, geospatial tracking data, and natural language prediction and classification. Numenta created NuPIC (Numenta Platform for Intelligent Computing) as an open source project. Applications include anomaly detection in publicly traded companies, modeling stock price, stock volume and Twitter volume related to major companies in the market, anomaly detection in servers and applications. It continuously learns, automatically discovers time-based patterns in data, and generalizes based on experience. Early detection of anomalies in the data stream is as difficult as it is important. Numenta Anomaly Benchmark (NAB) is an open source framework that anyone can use to test and.