Do we still don't understand what's happening inside a neural ...

I have heard many times that we don't fully understand in detail how ML/DP works and sometimes we treat it as a black box. Is this statement still (maybe it ...

Do scientists know what is happening inside artificial neural networks?

No. Currently, “neurons” in artificial/convolutional neural networks do not operate like a neuron in the brain. They represent a mathematical ...

Even the scientists who build AI can't tell you how it works - Vox

Here's what it does and doesn't know in any deep way.” We just don't understand what's going on here. We built it, we trained it, but we don ...

Do scientists know what is happening inside artificial neural networks?

Do scientists or research experts know from the kitchen what is happening inside complex deep neural network with at least millions of connections firing at an ...

Why humans will never understand AI - BBC

These neural networks may be complex systems, yet they have some core principles. Inspired by the human brain, they seek to copy or simulate ...

Chris Olah on what the hell is going on inside neural networks

So how do our creations work? In short: we don't know. Today's guest, Chris Olah, finds this both absurd and unacceptable. Over the last ten ...

Is it true that no one really knows how a neural network works (in AI)?

It is frequently claimed by people who do not know how neural networks work. On the other hand, if you pick up a single neuron from the network, ...

What We Still Don't Understand About Machine Learning

... on multiple experiments. It remains an area of research why we have such phenomena in neural networks. Could it be true that SGD only focuses on ...

What's Really Going On in Machine Learning? Some Minimal Models

... neural nets that do all kinds of impressive and sometimes almost magical things. But at a fundamental level we still don't really know why ...

AI will soon become impossible for humans to comprehend

The answer to Taylor's mystery machine brain can be found somewhere in its “analog neurons”, in the associations made by its machine memory and, ...

“WTH does a neural network even learn?” — A newcomer's dilemma

I believe, we all have that psychologist/philosopher in our brains that likes to ponder upon how thinking happens. “Deep networks have a ...

Can Humans Figure Out How Deep Learning AI Thinks? - Freethink

A doctor using a medical model may not know how to read a neuron-by-neuron breakdown. But if they see an attribution map that shows where on an ...

Why deep neural networks don't actually think - Medium

This is a REAL neural network. Your brain has actual neurons that connect (in non linear ways) to each other in all sorts of fantastic ...

What kind of answer does TCS want to the question "Why do neural ...

Here's what I've found in my brief search on the topic: ... Therefore we still don't know why neural networks can be trained without overfitting.

Understanding Neural Networks - Prince Canuma

The human brain has long been called one of the most complicated things in science and the universe. Given its complexity, it has proven very ...

What is a Neural Network? - IBM

Neural networks rely on training data to learn and improve their accuracy over time. Once they are fine-tuned for accuracy, they are powerful tools in computer ...

What Are Neural Networks? A Beginner's Complete Guide

While neural networks loosely model the human brain, they don't mimic human thought. Artificial neural networks are learning, not thinking, machines, and still ...

Intro to Machine Learning & Neural Networks. How Do They Work?

In this lesson, we will discuss machine learning and neural networks. We will learn about the overall topic of artificial intelligence (AI), ...

Deep Learning Is Hitting a Wall - Nautilus Magazine

In truth, we are still a long way from machines that can genuinely understand ... We don't know exactly why they make the decisions they do ...

I think I finally understand what a neural network is | Swizec Teller

Last night I finally figured it out! Neurons don't do anything. They don't even exist per se. In fact a neural network looks pretty damn odd ...