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I scaled a pure Spiking Neural Network (SNN) to 1.088B parameters from scratch.

BACKGROUND
1 SIGNALFIRST DETECTED 17 June 2026
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22 Mar
Nord v4.2 Update: 618M SNN reaches loss 3.65 with instruction tuning — emergent zonal specialization confirmed at 4.4x scale. 93% sparsity.

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s0y0dm/nord_v42_update_618m_snn_reaches_loss_365_with/"> <img alt="Nord v4.2 Update: 618M SNN reaches loss

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Mar
[R] First open-source implementation of Hebbian fast-weight write-back for the BDH architecture

<!-- SC_OFF --><div class="md"><p>The BDH (Dragon Hatchling) paper (arXiv:2509.26507) describes a Hebbian synaptic plasticity mechanism where model weights update during

OPINION · WHERE · MachineLearningOPEN STORY
30 May
Event like spiking neuron lib that fits into the CPU cache [P]

<!-- SC_OFF --><div class="md"><p>I benchmarked it against PyTorch with a Wikipedia dataset.</p> <p>I heavily used Gemini Flash 3.5 to build out my vision</p> <p><a

OPINION · WHAT · MachineLearningOPEN STORY
28 Jul
I taught myself integer-only neural net training in Rust — and ran into a real quantization problem

<p>I'm a 10th grade student teaching myself Rust by building something instead of just reading theory. The project is called Green-AI — an attempt to explore more energy-efficient

REPORT · HOW · Dev.toOPEN STORY
3 May
torch-nvenc-compress: GPU NVENC silicon as a PCIe bandwidth multiplier — PCA + pure-ctypes Video Codec SDK wrapper. Parallel-path overlap measured at 67% of theoretical max on a real GEMM + encode workload. [P]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1t2zy4h/torchnvenccompress_gpu_nvenc_silicon_as_a_pcie/"> <img alt="torch-nvenc-compress: GPU NVENC

OPINION · WHAT · MachineLearningOPEN STORY
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