Search Results - lakshmi+kavya+kalyanam

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Unstructured Pruning for Multi-Layer Perceptrons with Tanh Activation
Advantages: Reduces neuron count by 72% (breast cancer) and 36.8% (MNIST) for efficiency Maintains high accuracy with only 5.25% average loss for MNIST dataset pruning Optimized for IoT and edge computing by reducing computational and memory needs Uses mean-based pruning for tanh activation to enhance model performance efficiently Summary: Modern...
Published: 1/30/2025   |   Inventor(s): Srinivas Katkoori, Lakshmi Kavya Kalyanam
Keywords(s): Machine Learning
Category(s): Technology Classifications > Computer Science > Network Systems, Technology Classifications > Data/AI > Cybersecurity - Data/AI