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Intel unveils largest-ever AI 'neuromorphic computer' mimicking the human brain

41 点作者 dosinga大约 1 年前

3 条评论

abeppu大约 1 年前
I really wish we could talk about new kinds of hardware without the comparison to the human brain. SNN models capture some characteristics of biological neurons ... but those attributes aren&#x27;t at all specific to humans.<p>Representing the way information is represented during computation (via spike rate-coding or whatever), using far less power, changing the interaction between computation and memory -- all of these can be exciting and interesting without pretending that it&#x27;s closely related to human brains.
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cwillu大约 1 年前
“In neuromorphic computing, however, a &quot;spike input&quot; — a set of discrete electrical signals — is fed into the spiking neural networks (SNNs), represented by the processors. Where software-based neural networks are a collection of machine learning algorithms arranged to mimic the human brain, SNNs are a physical embodiment of how that information is transmitted. It allows for parallel processing and spike outputs are measured following calculations.<p>Like the brain, Hala Point and the Loihi 2 processors use these SNNs, where different nodes are connected and information is processed at different layers, similar to neurons in the brain.”<p>My impression is that there hadn&#x27;t been much success with SNN&#x27;s yet.
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p1esk大约 1 年前
Last time I checked SNNs still don’t work as well as traditional NNs. Why are they working on hardware before getting software to work?
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