We are organizing an open proposal for AMD to start a neuromorphic program of its own. The bones of it are good, but it could use some polish and supporting references,
To co-sign or express interest, use this form.
Here is a draft of the full proposal: link.
Comments, edits, and forks welcome! Let's aim to finalize the proposal by December 2.
Initial summary copied here for reference:
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Alarming progress indicates AMD must invest now – but how?
Neuromorphic computing (NC) has advanced significantly and presents a strategic opportunity. NC achieves superior efficiency by co-locating compute and memory, optimizing for sparse connectivity/activity, using stateful neurons, and harnessing the analog domain. While other players focus on productizing neuromorphic inference at the edge, AMD can become the leader in neuromorphic training with a cost-effective software-first approach. With the potential to disrupt AI, neuromorphics cannot be ignored and offer a rare chance for AMD to leapfrog the competition.
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