35 citations · 67 across the 9 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
q-bio.QM2018★ 18 cited
PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences
Payel Das, Kahini Wadhawan, Oscar Chang +6
Given the emerging global threat of antimicrobial resistance, new methods for next-generation antimicrobial design are urgently needed. We report a peptide generation framework Pep…
cs.LG2018
Agent Embeddings: A Latent Representation for Pole-Balancing Networks
Oscar Chang, Robert Kwiatkowski, Siyuan Chen +1
We show that it is possible to reduce a high-dimensional object like a neural network agent into a low-dimensional vector representation with semantic meaning that we call agent em…
cs.AI2018
Neural Network Quine
Oscar Chang, Hod Lipson
Self-replication is a key aspect of biological life that has been largely overlooked in Artificial Intelligence systems. Here we describe how to build and train self-replicating ne…