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Category: artificial neural networks

Robotics | IoT

Google Chases General Intelligence With New AI That Has a Memory

For a mind to be capable of tackling anything, it has to have a memory. Humans are exceptionally good at transferring old skills to new problems. Machines, despite all their recent wins against humans, aren’t. This is partly due to how they’re trained: artificial neural networks like Google’s DeepMind learn to master a singular task […]

Google’s New AI Gets Smarter Thanks to a Working Memory

“The behavior of the computer at any moment is determined by the symbols which he is observing and his ‘state of mind’ at that moment.” – Alan Turing Artificial intelligence has a memory problem. Back in early 2015, Google’s mysterious DeepMind unveiled an algorithm that could teach itself to play Atari games. Based on deep neural nets, the AI impressively mastered nostalgic favorites such as Space Invaders and Pong without needing any explicit programming —… read more

How AI Will Redefine Love

Artificial intelligence is beginning to disrupt entire industries from finance to medicine. Yet the most revolutionary application has yet to arrive—and it’s an existential one. As thinking machines become more integrated into our lives, we must expect a transformation in how we define what it means to be conscious; what it means to live and to die; and ultimately, what it means to love a non-human being. These questions are artfully explored in the plot… read more

How to Build a Mind? This Learning Theory May Hold the Answer

How do intelligent minds learn? Consider a toddler navigating her day, bombarded by a kaleidoscope of experiences. How does her mind discover what’s normal happenstance and begin building a model of the world? How does she recognize unusual events and incorporate them into her worldview? How does she understand new concepts, often from just a single example? These are the same questions machine learning scientists ask as they inch closer to AI that matches —… read more

How Google’s AI Beat a Human at ‘Go’ a Decade Earlier Than Expected

Last week, news broke that the holy grail of game-playing AI—the ancient and complex Chinese game Go—was cracked by AI system AlphaGo. AlphaGo was created by Google’s DeepMind, a UK… read more
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Are Artificial Neural Networks the Key to Unravelling the Mysteries of Autism?

Autism is a tough nut to crack. Part of the reason is complexity: The disorder manifests in a bewildering array of symptoms — everything from basic perceptual disturbances to high-level… read more
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This Is What Happens When Machines Dream

When we let our minds wander, sleeping or waking, they begin mixing and remixing our experiences to create weird images, hallucinations, even epiphanies. These might be the result of idle… read more
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