Titlebook: Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems; Applications in Dron Ali Safa,Lars Keuninckx,Francky Catthoor Book

CRAB

微塵

A Top-Down Approach to SNN-STDP Networks,nd assessed on the N-MNIST and the IBM DVS128 Gesture datasets. Significant accuracy improvements are reported compared to state-of-the-art STDP-based systems (+9.3% on N-MNIST, +7.74% on IBM DVS128 Gesture).

厚顏

軟膏

Active Inference in Hebbian Learning Networks,arious Hebbian network parameters on the task performance. It is shown that the proposed Hebbian AIF approach outperforms the use of Q-learning, while not requiring any replay buffer, as in typical reinforcement learning systems.

Restenosis

Book 2024important new findings about the Spike-Timing-Dependent Plasticity (STDP) learning rule, which is widely believed to be one of the key learning mechanisms taking place in the brain. Readers will be enabled to create novel classes of edge AI and robotics applications, using highly energy- and area-efficient SNNs.

雪崩

Expostulate

換話題

Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems978-3-031-63565-6

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Ali Safa,Lars Keuninckx,Georges Gielen,Francky Catthoor

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