Max Planck Institute

6 Posts

Deciphering The Brain’s Visual Signals: AI uses brain activity to create images.
Max Planck Institute

Deciphering The Brain’s Visual Signals: AI uses brain activity to create images.

What’s creepier than images from the sci-fi TV series Doctor Who? Images generated by a network designed to visualize what goes on in peoples’ brains while they watch Doctor Who.

March 24, 20212 min read
Deciphering The Brain’s Visual Signals: AI uses brain activity to create images.
Max Planck Institute

Deciphering The Brain’s Visual Signals: AI uses brain activity to create images.

What’s creepier than images from the sci-fi TV series Doctor Who? Images generated by a network designed to visualize what goes on in peoples’ brains while they watch Doctor Who.

March 24, 20212 min read
Making GANs More Inclusive: A technique to help GANs represent their datasets fairly
Max Planck Institute

Making GANs More Inclusive: A technique to help GANs represent their datasets fairly

A typical GAN’s output doesn’t necessarily reflect the data distribution of its training set. Instead, GANs are prone to modeling the majority of the training distribution, sometimes ignoring rare attributes — say, faces that represent minority populations.

September 30, 20202 min read
Making GANs More Inclusive: A technique to help GANs represent their datasets fairly
Max Planck Institute

Making GANs More Inclusive: A technique to help GANs represent their datasets fairly

A typical GAN’s output doesn’t necessarily reflect the data distribution of its training set. Instead, GANs are prone to modeling the majority of the training distribution, sometimes ignoring rare attributes — say, faces that represent minority populations.

September 30, 20202 min read
Unlabeled Brainwaves Spill Secrets: Deep learning helps doctors interpret EEGs.
Max Planck Institute

Unlabeled Brainwaves Spill Secrets: Deep learning helps doctors interpret EEGs.

For people with neurological disorders like epilepsy, attaching sensors to the scalp to measure electrical currents within the brain is benign. But interpreting the resulting electroencephalogram (EEG) graphs can give doctors a headache.

September 16, 20202 min read
Unlabeled Brainwaves Spill Secrets: Deep learning helps doctors interpret EEGs.
Max Planck Institute

Unlabeled Brainwaves Spill Secrets: Deep learning helps doctors interpret EEGs.

For people with neurological disorders like epilepsy, attaching sensors to the scalp to measure electrical currents within the brain is benign. But interpreting the resulting electroencephalogram (EEG) graphs can give doctors a headache.

September 16, 20202 min read

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