Will neuromorphic computers accelerate AGI development? скачать в хорошем качестве

Will neuromorphic computers accelerate AGI development?

Neuromorphic computers are devices that try to achieve reasoning capability by emulating a human brain. They are a different type of computer architecture that copies the physical characteristics and design principles of biological nervous systems. Although neuromorphic computations can be emulated, it's very inefficient for classical computers to simulate. Typically new hardware is required. The first neuromorphic computer at the scale of a full human brain is about to come online. It's called DeepSouth, and will be finished in April 2024 at Western Sydney University. This computer should enable new research into how our brain actually functions, potentially leading to breakthroughs in how AI is created. One important characteristic of this neuromorphic computer is that it's constructed out of commodity hardware. Specifically, it's built on top of FPGAs. This means it will be much easier for other organizations to copy the design. It also means that once AI starts self-improving, it can probably build new iterations of hardware quite easily. Instead of having to build factories from the ground up, leveraging existing digital technology allows all the existing infrastructure to be reused. This might have implications for how quickly we develop AGI, and how quickly superintelligence arises. #ai #neuromorphic #computing A new supercomputer aims to closely mimic the human brain — it could help unlock the secrets of the mind and advance AI https://theconversation.com/a-new-sup... World first supercomputer capable of brain-scale simulation being built at Western Sydney University https://www.westernsydney.edu.au/news... DeepSouth supercomputer to simulate neural networks on a brain scale from 2024 https://the-decoder.com/deepsouth-sup... World's first human brain-scale neuromorphic supercomputer is coming https://newatlas.com/computers/human-... Forget AI; Organoid Intelligence May Soon Power Our Computers https://www.forbes.com/sites/williamh... Cyborg brain in a dish can do maths and 'listen' to what you're saying https://www.scimex.org/newsfeed/cybor... What’s Neuromorphic Computing and How Will It Impact Artificial Intelligence? https://www.alphagamma.eu/entrepreneu... 0:00 Intro 0:26 Contents 0:36 Part 1: What is neuromorphic computing? 0:55 Copying biological nervous system 1:45 Spiking neural networks vs regular ones 2:12 Example: playing simple games vs simulations 2:55 Other neuromorphic hardware 3:34 Organoid intelligence is the opposite approach 4:35 Part 2: Brain-scale neuromorphic computing 5:01 Example: simulating a brain with a supercomputer 5:45 Power consumption of brains 5:59 Brain storage: 2500 TB 6:19 DeepSouth: First neuromorphic computer at brain scale 6:56 DeepSouth capabilities 7:22 Built on mainstream FPGAs 8:29 Hardware design: FPGAs and ASICs 9:28 Because it uses FPGAs, DeepSouth is replicable 10:16 Neuromorphic architecture (computing paradigm) 11:10 Comparison with quantum computing 11:40 Part 3: Impact on AGI development 12:17 Energy consumption of AI 13:33 GPUs compared with neuromorphic computers 14:15 GPU analogous to FPGA (programmable) 15:00 AI can optimize its hardware more easily 15:47 New architectures are likely to arise 16:16 Conclusion 17:11 Accelerating the development of AGI 17:40 Commodity hardware 18:07 Outro