Efficient Multiplier-less Perceptron Architecture for Realization of Multilayer Perceptron Inference Models

Artificial neural networks (ANNs) have gained considerable interest in industrial and academic research due to their vast applicability areas; consequently, many real-time applications using ANNs have been developed. In this paper, we propose an efficient multiplier-less realization architecture usi...

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Veröffentlicht in:Circuits, systems, and signal processing systems, and signal processing, 2023-08, Vol.42 (8), p.4637-4668
Hauptverfasser: Tripathi, Raghuvendra Pratap, Tiwari, Manish, Dhawan, Amit, Jha, Sumit Kumar, Singh, Arun Kumar
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Sprache:eng
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