Generating Ampicillin-Level Antimicrobial Peptides with Activity-Aware Generative Adversarial Net

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Canada LLMs Explained - Aggregate Intellect - AI.SCIENCE
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Published on ● Video Link: https://www.youtube.com/watch?v=wkshwo3T7_s


Duration: 36:08
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For slides and more information on the paper, visit https://ai.science/e/generating-ampicillin-level-antimicrobial-peptides-with-activity-aware-generative-adversarial-network--2020-11-12

Speaker: Andrejs Tucs; Host: Xi Chen

Motivation:
Antibiotic resistance is a serious and immediate threat against humanity as currently available antibiotics become increasingly obsolete. Antimicrobial peptides are a possible solution to this problem. This talk will be about a peptide-specialized generative model called PepGAN that takes the balance between covering active peptides and dodging nonactive ones.



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