nntsreinforcement/lib/neuron.d.ts

A Neural Network for Reinforcement Learning in TypeScript

import { Connection } from './connection';
import { Layer } from './layer';
export declare class Neuron {
    type: string;
    activation: number;
    bias: number;
    weights: number[];
    prevNeurons: Neuron[];
    constructor(bias?: number, weights?: number[], type?: string);
    initRandomConnectionsFromLayer(prevLayer: Layer, connections?: Connection[]): void;
    compute(activations: number[]): number;
    binaryActivation(sum: number): 0 | 1;
    private sigmoid;
    private relu;
    mutate(rate: number): void;
    deepCopy(): Neuron;
    linearInterpolation(a: number, b: number, d: number): number;
}