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How deep is the brain? The shallow brain hypothesis | Nature Reviews Neuroscience

Deep learning and predictive coding architectures commonly assume that inference in neural networks is hierarchical. However, largely neglected in deep learning and predictive coding architectures is the neurobiological evidence that all hierarchical cortical areas, higher or lower, project to and receive signals directly from subcortical areas. Given these neuroanatomical facts, today’s dominance of cortico-centric, hierarchical architectures in deep learning and predictive coding network...
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Source: nature.com

Unlocking the Mystery: How Your Google Searches Find Their Way to Pinterest Feed

As you venture into the vast world of the internet, it’s not just chance that decides the content that will appear on platforms such as Pinterest; you have access to a wealth of information that influences the content you see. This fascinating journey takes you through the algorithm, user profiles, and digital breadcrumbs that are […]
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CMU Algorithm Analyzes Image ... And Knows Where It Was Taken

Researchers at Carnegie Mellon University have devised the first computerized method that can analyze a single photograph and determine where in the world the image likely was taken. Its a feat made possible by searching through millions of GPS-tagged images in the Flickr online photo collection.
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Adversarial competition and collusion in algorithmic markets | Nature Machine Intelligence

Algorithms are now playing a central role in digital marketplaces, setting prices and automatically responding in real time to competitors’ behaviour. The deployment of automated pricing algorithms is scrutinized by economists and regulatory agencies, concerned about its impact on prices and competition. Existing research has so far been limited to cases where all firms use the same algorithm, suggesting that anti-competitive behaviour might spontaneously arise in that setting. Here we int...
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Source: nature.com

The Accelerating Pace of Data Forensics Technology

Is it true that we are only getting better at data forensics Technology? As we navigate a world overflowing with data and face ever-evolving cyber threats, the need for cutting-edge tools to uncover digital mysteries has never been more pressing.Data forensics is undergoing astounding advancements at an astonishing rate. The field is witnessing a transformation
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The Impact of Big Data on Technological Advancements

Have you ever wondered how technology seems to advance at an unprecedented pace? How self-driving cars navigate complex city streets or how your smartphone can predict your next word while texting? The answer lies in an invisible force that's shaping our world - big data.In a nutshell, big data is transforming our lives and driving
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