Search International and National Patent Collections

1. (WO2018220368) TENSOR NETWORK MACHINE LEARNING SYSTEM

Pub. No.:    WO/2018/220368    International Application No.:    PCT/GB2018/051471
Publication Date: Fri Dec 07 00:59:59 CET 2018 International Filing Date: Thu May 31 01:59:59 CEST 2018
IPC: G06N 3/04
G06N 3/08
G06N 99/00
Applicants: GTN LTD
Inventors: STOJEVIC, Vid
SHAKER, Noor
BAL, Matthias
Title: TENSOR NETWORK MACHINE LEARNING SYSTEM
Abstract:
The invention is machine learning based method of, or system configured for, identifying candidate, small, drug-like molecules, in which a tensor network representation of molecular quantum states of a dataset of small, drug-like molecules is provided as an input to a machine learning system, such as a neural network system. The machine learning method or system may is itself configured as a tensor network. A training dataset may be used to train the machine learning system, and the training dataset is a tensor network representation of the molecular quantum states of small drug- like molecules.