SpikingBrain Technical Spiking Brain-Inspired Large Models

3 pointsposted 13 hours ago
by knrz

2 Comments

westurner

12 hours 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