Announcement session: Tuesday, March 21, 2023 @ 8:00-9:00am PDT / 16:00-17:00 CET
Jonathan Timcheck, Sumit Bam Shrestha, and Mike Davies of Intel’s Neuromorphic Computing Lab will present a unique opportunity to advance state-of-the-art neuromorphic algorithms research and win up to $55,000 of prize money.
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The Intel N-DNS Challenge has two tracks: a simulation-based track to encourage algorithmic innovation, and a neuromorphic hardware track to rigorously evaluate solutions on Loihi 2. Both tracks are evaluated based on energy, latency, and resource consumption in addition to output audio quality. We provide dataset scripts and evaluation code, and we release a neuromorphic baseline solution with promising audio quality, high power efficiency, and low resource consumption compared to Microsoft NsNet2 and a production Intel denoising model. We also present $55k in total prizes to the winners. We hope the winners of the N-DNS challenge will demonstrate that for problems like audio denoising, significant gains in power and resource efficiency can be realized on neuromorphic systems.
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Please see the Intel N-DNS Challenge arXiv paper for challenge details and Intel Labs @ GitHub: N-DNS Challenge for
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contest timeline,
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registration,
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and code to get started.
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