Wireless Communication Using Deep Learning Techniques for Neuromorphic VLSI Computing

Wireless Communication Using Deep Learning Techniques for Neuromorphic VLSI Computing

El-Khatib, Ziad; Moussa, Sherif

Springer International Publishing AG

01/2025

106

Dura

9783031737992

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Introduction.- Deep Learning Techniques for Wireless Communication Systems.- Radio Modulation Classification Optimization Using Combinatorial Deep Learning Technique.- Modulation Classification Performance Simulation Results.- Spiking Neural Networks Neuromorphic Computational System.- A Silicon Synapse with an Adaptive CMOS Neuron For Neuromorphic Computing.- Adaptive Quadratic Integrate-and-Fire CMOS Neuron Performance.- Conclusion.
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Deep Learning Techniques;Wireless Communication Systems;Long Short Term Memory;Higher Order Cumulant;Signal to Noise Ratio