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Deep neural networks demonstrate potential in being models for human auditory systems.

MIT researchers have conducted a study that suggests machine learning models might be used to better design hearing aids, cochlear implants, and brain-machine interfaces. In the largest research project to date involving deep neural networks trained to carry out auditory tasks, the researchers showed that most of these models mimic the human brain’s behaviour when…

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Computational model successfully identifies the hard-to-catch transitional stages of chemical reactions.

A team of researchers from the Massachusetts Institute of Technology (MIT) has developed a machine learning model that can quickly calculate the structures of transition states in chemical reactions. These fleeting moments occur when molecules have gained enough energy to proceed with a reaction, but are notoriously difficult to study due to their ephemeral nature.…

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The Advantages and Disadvantages of Artificial Intelligence Platforms

An Artificial Intelligence (AI) platform, also known as an AI operating system, forms a centralized structure for managing and maintaining all AI-related solutions. This platform's creation and maintenance demand initial investments and technical knowledge. However, in the long term, it proves cost-effective and efficient as it acts as the unique access point into systems and…

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The commencement of the Virtual AI for Customer Success Conference 2024 is underway.

The AI for Customer Success Summit 2024, to be held virtually on April 11, will offer a comprehensive exploration of how artificial intelligence and automation can enhance and transform customer success strategies. This event, featuring speakers from leading organizations such as Google, Salesforce, Oracle, Microsoft, LinkedIn, OpenAI, HubSpot, and AWS, is set to be a…

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Critics are highly critical of the Humane AI Pin, the initial wearable ‘AI device.’

The Humane AI Pin, touted as a cutting edge AI-powered wearable device, has been criticized by major technology reviewers for falling short of its claims. Its $699 price tag has been criticized for not offering equivalent features and functionality, based on reviews from The Verge, WIRED, and The Washington Post. The device, to be worn on…

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Researchers from NYU have developed a revolutionary AI system for speech synthesis.

Researchers from New York University have made significant advances in neural speech decoding, potentially helping individuals who have lost their ability to speak to regain their voice. The study, published in 'Nature Machine Intelligence', presents a deep learning framework that accurately translates brain signals into intelligible speech. This could potentially be used by individuals who…

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DeepLearning.AI provides 15 concise courses on Artificial Intelligence (AI).

DeepLearning.AI has rolled out fifteen short artificial intelligence (AI) courses, aiming to enhance students' proficiency in AI and generative AI technologies. The training duration isn't specified, but the depth and breadth of the curriculum cater significantly to AI beginners and intermediates. Following is the description of these courses: 1. Red Teaming LLM Applications: It covers enhancing LLM…

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Apple’s researchers suggest Ferret-UI: A unique large language model (MLLM) built specifically to improve comprehension of mobile UI screens.

Mobile applications play a crucial role in day-to-day life, however, the diversity and intricacy of mobile UIs can often pose challenges in terms of accessibility and user-friendliness. Many models struggle to decode the unique aspects of UIs, such as elongated aspect ratios and densely packed elements, creating a demand for specialized models that can interpret…

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A computer science expert is expanding the frontiers of geometry.

Over 2,000 years ago, Greek mathematician Euclid, often called the father of geometry, revolutionized the understanding of shapes. In today's technological era, a 21st-century geometer, Justin Solomon, uses sophisticated techniques to solve complex problems related to shapes but often unrelated to them. Solomon applies geometry to study datasets for comparing their effectiveness in machine learning…

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Bridging the gap between design and production for optical equipment.

Researchers at MIT and the Chinese University of Hong Kong have developed a machine learning model to close the gap between design and manufacturing in the field of photolithography. The technique, which involves manipulating light to etch onto surfaces, sees use in the creation of computer chips and optical devices but often falls short of…

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Advanced neural networks display potential in being models for human auditory perception.

Computational models that mirror the structure and functioning of the human auditory system could lead to improvements in hearing aids, cochlear implants, and brain-machine interfaces, researchers at MIT say. The team has conducted the largest study yet of deep neural networks trained to perform auditory tasks, and found that most generate internal representations bearing similarities…

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