Spiking Neural Networks

2 items

RESEARCH↑ trendingReddit r/MachineLearning·4/13/2026

I scaled a pure Spiking Neural Network (SNN) to 1.088B parameters from scratch. Ran out of budget, but here is what I found [R]

An 18-year-old indie developer scaled a pure Spiking Neural Network (SNN) to 1.088 billion parameters from scratch for language modeling, achieving loss convergence despite common beliefs about vanishing gradients. Key findings include maintaining 93% sparsity and the unexpected emergence of structurally correct Russian text, though the experiment was halted due to budget constraints.

Spiking Neural Networks AI scaling large language models Language modeling

ARTICLE↑ trendingReddit r/MachineLearning·4/19/2026

What are the future prospects of Spiking Neural Networks (and particularly, neuromorphics computing) and Liquid Neural Networks? [D]

An undergraduate student asks about the future prospects and mainstream adoption of Spiking Neural Networks and Liquid Neural Networks, wondering if they are promising areas for learning and projects. The user seeks to discuss the potential of these neuromorphic computing technologies.

Spiking Neural Networks deep learning Liquid Neural Networks Neuromorphic Computing