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AI-woordenlijst

Het complete woordenboek van kunstmatige intelligentie

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Spike Neural Network (SNN)

Artificial neural network that communicates via discrete impulses (spikes) rather than continuous values, thus mimicking the biological functioning of the brain.

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Neuromorphic Processor

Processing unit specifically designed to simulate the architecture and functioning of biological neural circuits using digital components.

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Digital Synaptic Plasticity

Digital implementation of the ability of synapses to strengthen or weaken their connections over time, essential for neuromorphic learning.

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Asynchronous Neuromorphic Computing

Computing approach where neurons operate independently without a global synchronized clock, reproducing the parallel processing of the brain.

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Digital Neuromorphic Core

Basic computing unit in a digital neuromorphic architecture, containing digitally simulated neurons and synapses.

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STDP Digital Implementation

Digital version of Spike-Timing-Dependent Plasticity, where synaptic modification depends on the relative time between presynaptic and postsynaptic spikes.

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Integrate-and-Fire Digital Neuron

Digital neuron model that accumulates inputs until a threshold, then generates a spike and resets, implemented in binary logic.

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Neuromorphic Memory Architecture

Memory structure specially designed to efficiently store and access synaptic weights and neural states in digital neuromorphic systems.

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Digital Neurotransmitter Simulation

Modélisation numérique des mécanismes de transmission chimique entre neurones pour reproduire les comportements synaptiques complexes.

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Binary Weight Neural Network

Type de réseau neuronal où les poids synaptiques sont quantifiés en valeurs binaires (-1 ou +1), optimisé pour le calcul neuromorphique numérique.

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Neuromorphic Routing Network

Système d'interconnexion numérique spécialisé pour acheminer les spikes entre neurones dans une architecture neuromorphique distribuée.

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Digital Axonal Delay Line

Implémentation numérique des délais de propagation axonaux qui affectent le timing des spikes dans les réseaux neuronaux biologiques.

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Neuromorphic Power Gating

Technique de gestion d'énergie qui désactive sélectivement les composants neuronaux inactifs pour optimiser la consommation dans les circuits neuromorphiques numériques.

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