It is the first Reinforcement Learning (RL) agent based on the world model to attain human-level success on the Atari benchmark. It includes the second generation of the Dreamer agent who learns behaviors entirely within a world model’s latent space […]
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IBM Develops AI Chip with remarkable energy efficiency
As the demand for energy-efficient, sustainable and smart technology is rapidly increasing, IBM has developed a new technology, considered the world’s first energy-efficient chips for AI inference and training. The chip is built with 7-nanometer technology. A team of researchers proposed a hardware accelerator that supports a range of model types that can achieve leading power efficiency on […]
Read MoreGeorgia Tech and Facebook AI researchers devise a new Tensor…
A recent study conducted jointly by the Georgia Institute and Facebook AI researchers has opened the door to a new method called TT-Rec (Tensor-Train for DLRM). If employed successfully, this method would be a leap forward in the arena of deep learning as it will significantly reduce the size of the Deep Learning Recommendation Models […]
Read MoreBiotech company combines Single Cell Genomics with Machine Learning
Immunai is a biotech company using machine learning algorithms that combine single-cell genomics to empower the human immune system’s high-resolution profiling. Based out of New York, this company was established merely three years ago, but it is growing at a breakneck pace with the largest dataset in the world for single-cell immunity characteristics.
Read MoreAllen Institute For AI (AI2) Launches The 2.7.0 Version of AI2-THOR That Enables Users To Reduce Their Training Time Dramatically
Allen Institute for AI (AI2) has recently announced the 2.7.0 release of AI2-THOR. AI2-THOR is an open-source interactive environment for training and testing embodied AI. The 2.7.0 version of AI2-THOR contains several performance enhancements that can provide dramatic training time reductions. The new version introduces improvements to the IPC system between Unity/Python and serialization/deserialization format. It includes new actions that are much better to control the metadata.
Read MoreUsing Algorithms derived From Neuroscience research, Numenta demonstrates 50x speed improvements on Deep Learning Networks
Numenta has made some advances by applying a principle of the brain called sparsity. It compared sparse networks and dense networks by running its algorithms on Xilinx FPGAs (Field Programmable Gate Array) for a speech recognition task that used the Google Speech Commands (GSC) dataset.
Read MoreEmbold: Static Code Analyzer uses AI to help Developers analyze and improve their code
Embold is a simple but efficient AI-based static code analyzer that can help developers analyze and improve their code. The feature that truly makes it stand apart is its ability to analyze source code across four dimensions: code issues, design issues, metrics and duplication, and surface issues that impact stability, robustness, security, and maintainability.
Read MoreCato Networks introduces a new AI System to eliminate false positives in Security Systems
Cato Networks Ltd. has recently introduced a machine learning system that combines threat intelligence and real-time network information, eliminating the false positive (FP) alerts, thereby reducing the cybersecurity team’s work.
Read MoreIntel to acquire SigOpt, an AI Hyperparameter Optimization Platform
Intel has confirmed that it is buying SigOpt Inc., an artificial intelligence startup developing software platforms to optimize AI models. Several private firms and research groups such as OpenAI use these software platforms to boost their AI models’ performance.
Read MoreMicrosoft introduces Lobe: A free Machine Learning application that allows you to create AI Models without coding
Microsoft has released Lobe, a free desktop application that lets Windows and Mac users create customized AI models without writing any code. Several customers are already using the app for tracking tourist activity around coral reefs, the company said.
Read MoreCochlear.ai, A Company Revolutionizing Sound Recognition, Raises $2 Million in Series A
Cochlear.ai, a startup that is working towards developing a software that can identify any sort of sound, recently announced to have raised $2 million in a Series A funding round.
Read MoreMicrosoft’s new AI auto-captions images for the visually impaired
A new AI from Microsoft aims to automatically caption images in documents and emails so that software for visual impairments can read it out. Researchers from Microsoft explained their machine learning model in a paper on preprint repository arXiv. The model uses VIsual VOcabulary pre-training (VIVO) which leverages large amounts of paired image-tag data to…
Read MoreGoogle introduces new version of Google Analytics powered by Machine Learning
Google comes up with a refresh of Google Analytics (i.e., Google Analytics 4) with new machine learning prediction features, including extra privacy controls and a streamlined interface.
Read MorePersonalized AI for human memory recall
Do you often forget things when you don’t write it down? Some unique ideas and thoughts? Some of the acquaintance’s names? Most people can’t remember what they said 30 seconds ago.
Read MoreAI-powered home workout startup, Tonal, raises $110 million
Tonal, an AI home fitness startup, recently raised $110 million. This amount brings the company’s total funding up to $200 million.
Read MoreNvidia and ARM will open ‘world-class’ AI centre in Cambridge
Nvidia is already putting its $40 billion ARM acquisition to good use by opening a “world-class” AI centre in Cambridge. British chip designer ARM’s technology is at the heart of most mobile devices. Meanwhile, Nvidia’s GPUs are increasingly being used for AI computation in servers, desktops, and even things like self-driving vehicles.
Read MoreThe White House is set to boost AI funding by 30 percent
A budget proposal from the White House would boost funding for AI by around 30 percent as the US aims to retain its technological supremacy. Countries around the world are vastly increasing their budgets for AI, and with good reason. Just look at Gartner’s Hype Cycle released yesterday to see how important the technology is…
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