公开(公告)号：US20220392573A1

公开(公告)日：2022-12-08

申请号：US17827309

申请日：2022-05-27

Applicant: InstaDeep Ltd

Inventor： Nicolás Lopez CARRANZA

IPC: G16B30/00 ,  G16B40/30

Abstract: A computer-implemented method for evaluating an amino acid chain is provided. The method includes obtaining first data including a representation of an amino acid chain and performing a process to generate second data comprising a set of one or more probability values. The representation comprises a sequence of two or more letters, each letter representing a respective amino acid. The second process comprises, for a said position in the sequence of letters, applying a language models to the sequence of letters to determine at least one probability value associated with the said position, wherein the language model is trained using one or more datasets representing amino acid chains. A computer system configured to implement the method, and a non-transitory computer-readable storage medium, storing instructions for implementing the method, is also provided.

公开(公告)号：US20220083722A1

公开(公告)日：2022-03-17

申请号：US17538977

申请日：2021-11-30

Applicant: InstaDeep Ltd

Inventor： Nabil CHOUBA ,  Alexandre LATERRE

IPC: G06F30/3953 ,  G06F30/398 ,  G06F30/3308 ,  G06N3/04

Abstract: A computer-implemented method, a machine learning system, and non-transitory computer-readable storage medium for designing electrical circuits are provided. In the method input data, comprising an indication of a plurality of connections including a first and second connection is processed to generate a representation of the electrical circuit. Routes for the first and second connections are determined using an iterative process that includes defining one or more orders in which to determine routes for the first and second connections. A Sequential Monte Carlo process is used to perform a look ahead search of each defined order by generating simulations in respect of routes to be determined for the connections in the orders, the Sequential Monte Carlo process being guided by a neural network. A connection is selected and a route for the selected connection is determined. The representation is updated by providing an action selection signal representing the determined route.