// // ML: Fully-Connected module // // Thras Karydis // (c) Massachusetts Institute of Technology 2018 // // This work may be reproduced, modified, distributed, performed, and // displayed for any purpose, but must acknowledge the mods // project. Copyright is retained and must be preserved. The work is // provided as is; no warranty is provided, and users accept all // liability. // // closure // (function(){ // // module globals // var mod = {w: []} // // name // var name = 'Fully-Connected' // // initialization // var init = function() { mod.x = [0.1, 0.7] mod.w = [0.5, 0.5] mod.xtext.value = mod.x mod.wtext.value = mod.w outputs.y.event() } // // inputs // var inputs = { x:{type:'vector1d', event:function(evt){ mod.x = evt.detail mod.xtext.value = mod.x outputs.y.event()}}} // // outputs // var outputs = { y:{type:'number', event:function(){ var x = mod.x var w = mod.w var y = linearSum(x, w) mod.ytext.value = y mods.output(mod,'y',y)}}} // // interface // var interface = function(div){ mod.div = div div.appendChild(document.createTextNode('x: ')) var input = document.createElement('input') input.type = 'text' input.size = 6 input.addEventListener('input',function(evt){ mod.x = parseFloat(mod.xtext.value) outputs.y.event() }) div.appendChild(input) mod.xtext = input div.appendChild(document.createElement('br')) div.appendChild(document.createTextNode('w: ')) var input = document.createElement('input') input.type = 'text' input.size = 6 input.addEventListener('input',function(evt){ mod.w = parseFloat(mod.wtext.value) outputs.y.event() }) div.appendChild(input) mod.wtext = input div.appendChild(document.createTextNode('y: ')) var input = document.createElement('input') input.type = 'text' input.size = 6 div.appendChild(input) mod.ytext = input } // // local functions // function linearSum(arr1, arr2) { var sum = 0; for (var i = 0; i < arr1.length; i++) { sum += arr1[i] * arr2[i]; } return sum } // // return values // return ({ name:name, init:init, inputs:inputs, outputs:outputs, interface:interface }) }())