Tag: Vanishing Gradient Problem

Long Short-Term Memory Networks (LSTMs)

Posted on March 10, 2025March 10, 2025 by Zubair Shaik

Long Short-Term Memory Networks (LSTMs): Detailed Explanation Long Short-Term Memory Networks (LSTMs) are a specialized type of Recurrent Neural Networks (RNNs) that are specifically designed to overcome the limitations of….

Data Science

Activation Functions (ReLU, Sigmoid, Tanh)

Posted on March 10, 2025March 10, 2025 by Zubair Shaik

Activation Functions in Neural Networks: Detailed Explanation Activation functions play a crucial role in neural networks, enabling them to capture non-linear relationships in the data. Without activation functions, a neural….