Stories by liamdgray

Introduction to latent variable energy-based models (2024)

Modern Methods in Associative Memory

Dense Associative Memory for Pattern Recognition (2016)

How to put algorithms into neural networks? (2019) [video]

Improved Analytic Learned Iterative Shrinkage Thresholding Algorithm

In-context denoising with one-layer transformers

Algorithm Unrolling: Interpretable, Efficient Deep Learning for Sig&Img (2019)

Hopfield Networks Is All You Need (2020)

Hypertokens: Holographic Associative Memory in Tokenized LLMs

Universal pre-training by iterated random computation

Understanding Is Compression

The Deep Learning Model of Higher-Lower-Order Cognition, Memory, and Affection

Digital recording system with time-bracketed authentication by on-line challenge

ScienceWorld: Is your Agent Smarter than a 5th Grader?

CodeScientist: Automated scientific discovery system for code-based experiments

Synthetic-1: Scaling Distributed Synthetic Data Generation for VerifiedReasoning

A Prescriptive Theory for Brain-Like Inference