David Marr
(9 articles)
Convolution
Mathematical operation used in signal processing and image processing to combine two functions, resulting in a third function that represents how one function modifies the other.
Generality: 870
Quantization
Process of reducing the precision of the weights and activations in neural network models to decrease their memory and computational requirements.
Generality: 673
Path Integration
Computational process by which an agent estimates its current position based on its previous position and the path it has taken, using internal cues rather than external landmarks.
Generality: 645
Classification
Supervised learning task in ML where the goal is to assign input data to one of several predefined categories.
Generality: 854
Pattern Recognition
The identification and classification of patterns in data using computational algorithms, essential for enabling machines to interpret, learn from, and make decisions based on complex datasets.
Generality: 825
Segmentation
Process in AI that subdivides an image or dataset into multiple parts to simplify and/or change the perspective of comprehension.
Generality: 831
Spatial Intelligence
Ability of a system to understand, reason, and manipulate spatial relationships and properties within its environment.
Generality: 790
Cognitive Architecture
A theory or model that outlines the underlying structure and mechanisms of the human mind or AI systems, guiding the integration of various cognitive processes.
Generality: 850
Feature Extraction
Process of transforming raw data into a set of features that are more meaningful and informative for a specific task, such as classification or prediction.
Generality: 880