Module: annfunc

Description	Usage
an implementation of a fully-connected feedforward neural network
Authors: Wei Chan and Andrew Ferguson

Details

Overview

This is plumed ANN function (annfunc) module. It implements ANN class, which is a subclass of Function class. ANN class takes multi-dimensional arrays as inputs for a fully-connected feedforward neural network with specified neural network weights and generates corresponding outputs. The ANN outputs can be used as collective variables, inputs for other collective variables, or inputs for data analysis tools.

Installation

This module is not installed by default. Add '--enable-modules=annfunc' to your './configure' command when building PLUMED to enable these features.

Usage

Currently, all features of the ANNfunc module are included in a single ANNfunc collective variable: ANN

Actions

The following actions are part of this module

Tags

ANNMOD_Function

ANNMOD_Function: function for computing a fully-connected feedforward neural network

Name	Description	Tags
ANN	Calculates the ANN-function.	ANNMOD_Function