公开(公告)号：US20240394513A1

公开(公告)日：2024-11-28

申请号：US18671875

申请日：2024-05-22

Applicant: Google LLC

Inventor： Rajat Sen ,  Shaan Karan Mathur ,  Abhimanyu Das ,  Weihao Kong ,  Qi Yu ,  Andrew Bradford Leach

IPC: G06N3/0455

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for performing long-term forecasting using multi-layer perceptron neural networks. One of the methods includes obtaining time series data; and processing the time series data to generate a respective predicted time series value for each of a plurality of future time points in a horizon sequence, comprising: processing the time series data using an encoder multi-layer perceptron (MLP) neural network to generate an encoded representation of the time series data; and processing at least the encoded representation of the time series data using a decoder MLP neural network to generate a respective predicted time series value for each of the plurality of future time points.