Scientists at Indiana University Bloomington have developed a biocomputing system using living brain cells for speech recognition.,The system, called "Brainoware," achieved 70-80% accuracy in recognising an individual's voice from a set of audio clips after two days of training.,This innovation could potentially address the high energy consumption and limitations of silicon chips in conventional AI.
Imagine a world where artificial intelligence (AI) is powered by living brain cells rather than silicon chips. Scientists at Indiana University Bloomington are turning this vision into reality with their groundbreaking biocomputing system, "Brainoware." This innovative technology uses balls of human brain cells linked to a computer to perform speech recognition tasks, potentially revolutionising the AI landscape in Asia and beyond.
Brain Organoids: The Mini-Brains Behind Brainoware
Brain organoids are lumps of nerve cells that form when stem cells are grown under specific conditions. "They are like mini-brains," says Feng Guo, a researcher at Indiana University Bloomington. It takes two to three months to grow these organoids, which are a few millimetres wide and contain up to 100 million nerve cells.
The organoids are placed on top of a microelectrode array, which sends electrical signals to the organoid and detects when nerve cells fire in response. This forms the basis of the Brainoware system.
Speech Recognition with Brainoware
In a remarkable feat, the Brainoware system was tasked with recognising an individual's voice from a set of 240 audio clips of eight people pronouncing Japanese vowel sounds. The clips were sent to the organoids as sequences of signals arranged in spatial patterns.
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Initially, the organoids' responses had an accuracy of around 30-40%. However, after two days of training, their accuracy rose to an impressive 70-80%. Guo refers to this process as "adaptive learning."
Overcoming Conventional AI Challenges
Guo highlights two significant challenges with conventional AI: high energy consumption and the inherent limitations of silicon chips, such as their separation of information and processing. The Brainoware system aims to tackle these issues by harnessing the power of living nerve cells for biocomputing. This kind of innovation could impact everything from AI in call centres to advanced robotics, like those discussed in SoftBank's Big Bet.
The Future of Biocomputing and AI in Asia
The potential applications of biocomputing in AI are vast, and Asia is poised to be at the forefront of this technological revolution. With ongoing research and advancements, biocomputing systems like Brainoware could transform various industries, from healthcare to entertainment. For instance, the principles of structured governance seen in regions like North Asia might be crucial in regulating such advanced biotechnologies.
However, there are still hurdles to overcome. One major issue is that the organoids can only be maintained for one or two months. Guo and his team are working on extending this period to unlock the full potential of Brainoware. More detailed research on brain organoids and their applications can be found in scientific publications such as this one.
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Latest Comments (4)
Interesting development, this Brainoware. Makes me wonder, as someone who grew up with computers getting faster, how do they plan to address the *ethics* around using actual brain cells for computation? That's a whole new frontier, isn't it?
Okay, so "Brainoware," still feels a bit like science fiction, doesn't it? Speech recognition using actual brain cells… I'm curious about the long-term viability. What happens after a while, do these cells need a power boost or some sort of refresh? Quite a tricky bit of bio-engineering, I imagine.
Woah, I just stumbled upon this! Brainoware using living cells for speech recognition? That's wild. Back in high school, my cousin swore he could teach his goldfish to "talk" with enough snacks. Obviously different, but it kinda makes you wonder where the limits really are. Definitely want to keep an eye on this development.
This is absolutely fascinating! I remember reading about similar concepts a while back, but Brainoware taking it to actual speech recognition with living brain cells? That's quite a leap. It really makes you wonder about the boundless potential of bio-computing. We've always been trying to mimic the human brain in silicon, and now we're literally harnessing biological intelligence. The ethical considerations will be immense, of course, but the technological advancement is truly mind-blowing. I'll definitely be looking for more news on this development. What a time to be alive, eh?
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