Search International and National Patent Collections

1. (WO2018084941) TEMPORAL DIFFERENCE ESTIMATION IN AN ARTIFICIAL NEURAL NETWORK

Pub. No.:    WO/2018/084941    International Application No.:    PCT/US2017/052083
Publication Date: Sat May 12 01:59:59 CEST 2018 International Filing Date: Tue Sep 19 01:59:59 CEST 2017
IPC: G06N 3/04
Applicants: QUALCOMM INCORPORATED
Inventors: O'CONNOR, Peter
WELLING, Max
Title: TEMPORAL DIFFERENCE ESTIMATION IN AN ARTIFICIAL NEURAL NETWORK
Abstract:
A method of computation in a deep neural network includes discretizing input signals and computing a temporal difference of the discrete input signals to produce a discretized temporal difference. The method also includes applying weights of a first layer of the deep neural network to the discretized temporal difference to create an output of a weight matrix. The output of the weight matrix is temporally summed with a previous output of the weight matrix. An activation function is applied to the temporally summed output to create a next input signal to a next layer of the deep neural network.