Explore the diverse types of deep learning architectures, whether you’re in the USA or worldwide. CNNs focus on spatial data for image processing, RNNs capture temporal relationships for tasks like speech recognition, and Autoencoders perform dimensionality reduction. GANs enable creative applications like image synthesis, while Transformers revolutionize text understanding. Deep learning adapts to varied data and challenges.
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Different Types of Neural Networks in Deep Learning  - Kritikal Solutions Pvt. Ltd.
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Different Types of Neural Networks in Deep Learning  - Kritikal Solutions Pvt. Ltd.

Neural networks, a sub-discipline of deep learning, were basically developed to mimic the human brain functioning. These complex computational models consist of various interconnected processing units called nodes, also known as neurons, similar to t