This is your work, valued

Atlanta, GA

Benjamin Hoover

Advanced
@bhoov

PhD Student at GA Tech @poloclub Research Engineer at IBM Research Every day studying Foundation Models from the perspective of Associative Memory.

bhoov.com/

exbert. A Visual Analysis Tool to Explore Learned Representations in Transformers Models

607

hamux. Hierarchical Associative Memory User Experience

113

energy-transformer-jax. The Energy Transformer block, in JAX

68

spacyface. Align the token outputs from Spacy and Huggingface to help understand what language structures transformers see

43

flyvec. A biologically inspired method to create sparse, binary word vectors

40

amtutorial. Everything you need to know about Associative Memories and Hopfield Networks for the Modern AI Era

15

nrgpt. Code accompanying experiments for our NRGPT paper

9

barebones-hamux. Minimal library to construct Hierarchical Associative Memories (i.e., Super-powered Hopfield Networks). Research code designed to be easy to use.

8

distributed_DAM. Accompanies NeurIPS'24 poster "Dense Associative Memory Through the Lens of Random Features"

6

JUNE-vis. Visualization for the JUNE epidemic and intervention simulation tool

5

ngd-vis. Understand the learning behavior of natural gradient descent vs SGD and other optimization methods

2

EpanechnikovDenseAM. Codebase accompanying the spotlight NeurIPS paper "DenseAM with Epanechnikov Energy"

2

exformer. An Explorable Transformer. A lite version of exBERT

1

nbdev. Create delightful software with Jupyter Notebooks

1

nbdev_template. Template for nbdev projects

1