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I taught myself integer-only neural net training in Rust — and ran into a real q

BACKGROUND
1 SIGNALFIRST DETECTED 28 July 2026
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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
20 Jun
I Trained a Neural Network on Real Medical Data and Fit It in 8.9 kB of Pure C

<p>I want to be honest with you from the start: I didn't set out to write this article.</p> <p>I set out to answer a question I had about my own tool — <em>can Hasaki do

REPORT · WHAT · Dev.toOPEN STORY
9 Aug
Noise-aware training for analog hardware: accuracy collapses at a threshold rather than degrading smoothly [D]

<!-- SC_OFF --><div class="md"><p>Analog in-memory compute is getting attention again as a way around the energy cost of moving weights between memory and compute. The recurring

OPINION · WHAT · MachineLearningOPEN STORY
7 Apr
Towards a Bitter Lesson of Optimization: When Neural Networks Write Their Own Update Rules

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1sez79x/towards_a_bitter_lesson_of_optimization_when/"> <img alt="Towards a Bitter Lesson of Optimization:

OPINION · WHEN · LocalLLaMAOPEN STORY
17 Jun
I scaled a pure Spiking Neural Network (SNN) to 1.088B parameters from scratch. Ran out of budget, but here is what I found

<p>Hey everyone. I’m an 18yo indie dev, and I’ve been experimenting with Spiking Neural Networks (SNNs) for language modeling. A lot of papers (like SpikeBERT) mention that

REPORT · WHAT · Dev.toOPEN STORY
25 Mar
[R] Ternary neural networks as a path to more efficient AI - is (+1, 0, -1) weight quantization getting serious research attention?

<!-- SC_OFF --><div class="md"><p>I've been reading about ternary weight quantization in neural networks and wanted to get a sence of how seriously the ML research community is

OPINION · HOW · MachineLearningOPEN STORY
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