Add Genesis 2: cascade activation through shared neuron pool#12
Open
larionovavi-stack wants to merge 1 commit into
Open
Add Genesis 2: cascade activation through shared neuron pool#12larionovavi-stack wants to merge 1 commit into
larionovavi-stack wants to merge 1 commit into
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
Adds Genesis 2 to a new Open-Source Projects & Novel Architectures section.
Genesis 2 introduces cascade activation through a shared neuron pool — neurons are reused across computations rather than dedicated to fixed roles, mirroring biological neuron reuse principles seen in cortical circuits. Key properties:
Why it fits this list
The cascade-through-shared-neurons mechanism is conceptually related to biological neural computation, which is the core motivation behind spiking neural networks. It complements the existing literature on biologically plausible learning and continual learning in SNNs already listed in this repo (e.g., HLOP-SNN, SAFA-SNN).
I added a new top-level section "Open-Source Projects & Novel Architectures" to keep it distinct from the academic paper listings, following the style of similar awesome lists.