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Neural networks

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LastUpdate Updated on 02/01/2026 [07:14:00]
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SYSTEMS AND METHODS FOR DEFINING CONFIDENCE IN DEEP LEARNING MODEL PREDICTION

Nº publicación: EP4657324A1 03/12/2025

Applicant:

PLUS ONE ROBOTICS INC [US]
Plus One Robotics, Inc

EP_4657324_PA

Absstract of: EP4657324A1

The invention relates to a technique for improving confidence estimates associated with neural networks. The technique involves computing neuron activation statistics during training, evaluating neuron activations during inferencing and determining how the activations compare with the previously computed statistics (e.g. whether prediction activations are within the bounds of the training activation statistics). The comparison may be used to compute a confidence value for the neural network.

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