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AI Created with Unlimited Potential

Our research on Boltzmann machines led to cutting-edge deep learning technologies.

Recognition Mode

All neurons in the neural network are in recognition mode. The neural network in this mode can associate a data (image, text or search queries) to one of the predefined outcomes (labels, numerical prediction or ranking score).

Example tasks in Recognition mode:

Classification (label as output)
Regression (label as output)
Search and recommendation (ranking score as output)

Creation Mode

All neurons in the neural network are in generation mode. The neural network in this mode can create synthetic data from a random input.

Example tasks in Creation mode:

Image generation
Video generation
Text generation
Speech generation
User profile generation for privacy

Infinite Mode

Boltzmann neurons can be in both recognition and creation mode. They make it possible for Boltzbit neural networks to combine recognition and creation in infinitely many ways to solve different tasks.

Example tasks in Infinite mode:

All recognition and generation tasks
Interactive data generation
Classification on incomplete data

Recognition

.

Creation

Understanding

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