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Investigate Pallas to implement faster neurons? #24

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kmheckel opened this issue Feb 20, 2024 · 2 comments
Open

Investigate Pallas to implement faster neurons? #24

kmheckel opened this issue Feb 20, 2024 · 2 comments
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enhancement New feature or request

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@kmheckel
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https://jax.readthedocs.io/en/latest/pallas/design.html

Create pallas kernel for LIF neurons and investigate to see if it's faster than just static unrolling the LIF as defined in Spyx.
@kmheckel kmheckel added the enhancement New feature or request label Feb 20, 2024
@kmheckel
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https://docs.taichi-lang.org/

Taichi might be another great option for including enhanced/high performance kernels into the system?

@kmheckel
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A big question though is whether this is worth the extra lift since Spyx with native JAX is already within 5% of SpikingJelly?

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@kmheckel