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KI-Glossar

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162
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Neuromorphic Architectures

Hardware structures designed to mimic the organization of the brain with physical neurons and synapses.

12 Begriffe
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Spiking Neural Networks

Artificial neural networks that communicate via temporal impulses like biological neurons.

7 Begriffe
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Neuromorphic Sensors

Sensors that process information in an event-driven manner, like neuromorphic retinas or ears.

12 Begriffe
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Synaptic Plasticity

Learning mechanisms that modulate the strength of synaptic connections in neuromorphic systems.

11 Begriffe
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Memristors

Non-linear electronic components that store the history of past currents, ideal for simulating synapses.

13 Begriffe
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Neuromorphic Chips

Specialized processors implementing neuromorphic architectures like IBM TrueNorth or Intel Loihi.

12 Begriffe
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Event-Driven Computing

Computing paradigm where operations are only triggered by relevant events, saving energy.

8 Begriffe
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Neuromorphic Algorithms

Algorithms specifically designed to take advantage of the unique characteristics of neuromorphic hardware.

14 Begriffe
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Biological Neuron Models

Mathematical models that faithfully reproduce the behavior of real neurons like Hodgkin-Huxley or Izhikevich.

17 Begriffe
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Neuromorphic Programming

Languages and frameworks specialized for developing applications on neuromorphic platforms.

13 Begriffe
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Analog Neuromorphic Computing

Approach using analog circuits to directly simulate the continuous behaviors of biological neurons.

11 Begriffe
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Digital Neuromorphic Computing

Digital implementation of neuromorphic principles using traditional binary logics.

13 Begriffe
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Neuromorphic Memory Systems

Architectures de mémoire intégrées模仿ant la consolidation et la rappel des souvenirs dans le cerveau.

12 Begriffe
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Quantum Neuromorphic Computing

Fusion des principes quantiques avec le calcul neuromorphique pour des performances exponentielles.

19 Begriffe
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Neuromorphic Vision Systems

Systèmes de traitement visuel inspirés du cortex visuel pour une perception en temps réel avec faible consommation.

7 Begriffe
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