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SpikingBrain Technical Spiking Brain-Inspired Large Models

arxiv.org

3 points by knrz 3 months ago · 2 comments

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westurner 3 months ago

"Researchers get spiking neural behavior out of a pair of transistors" (2025) https://news.ycombinator.com/item?id=43506198

What are the ways to get spiking behavior out of integrated nanophotonics?

Saturable Absorption (excitable semiconductor lasers, graphene laser cavity,), NDR Negative Differential Resistance (RTD Resonant Tunneling Diodes,), PCM: Phase-change materials (DVD-RW,),

Metamaterials and metasurfaces are probably useful for extreme nonlinear spiking neuromorphic computing with integrated nanophotonics.

What about Optical rogue waves, Supercontinuum generation (color, wave division multiplexing, ); and/or Superradiance (as nonlinear optical effects for a neuromorphic computation platform)? ... https://news.ycombinator.com/item?id=41684444

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