4 stories tagged with #neural-computing, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Weight Decay Regimes in Grokking Transformers: Cheap Online Diagnostics
Transformers trained on modular arithmetic exhibit sharp transitions between memorization, generalization, and collapse. We show that weight decay acts as a scalar empirical contro…
MO-CAPO: Multi-Objective Cost-Aware Prompt Optimization
Large language models (LLMs) achieve strong performance across a wide range of tasks but are highly sensitive to prompt design, motivating the need for automatic prompt optimizatio…
Structure Abstraction and Generalization in a Hippocampal-Entorhinal Inspired World Model
Humans abstract experiences into structured representations to facilitate pattern inference and knowledge transfer. While the hippocampal-entorhinal (HPC-MEC) circuit is known to r…
New data center will be partially powered by human brain cells for the first time
A startup is experimenting with data centers powered by lab-grown human neurons, testing whether living cells can offer a more efficient alternative to traditional computing.…