Marina Fuster – Medium

Marina Fuster

Neural Network Series: Give me the formulas already! (Part VII)

Today I recommend grabbing a cup of coffee, tea or, in my case, prepare yourself a mate. The conceptual elements of multilayer perceptrons…

4 min readApr 28, 2024

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Neural Network Series: Give me the formulas already! (Part VII)

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Marina Fuster

Neural Network Series: Backpropagation step-by-step conceptual explanation (Part VI)

Little by little, we are moving towards the end of the series. In the previous article, the multi-layer perceptron was introduced and there…

4 min readApr 24, 2024

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Neural Network Series: Backpropagation step-by-step conceptual explanation (Part VI)

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Marina Fuster

Neural Network Series: Multilayer perceptron, can you really do it all? (Part V)

The previous article was the last of the simple perceptron introductory series. Before moving on, let’s summarize the basic concepts that…

7 min readApr 22, 2024

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Neural Network Series: Multilayer perceptron, can you really do it all? (Part V)

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Marina Fuster

Neural Network Series: Is binary classification the best you can do? (Part IV)

Something worth noting from the perceptron previously explained, is that the activation function is the element restricting the neuron’s…

5 min readApr 20, 2024

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Neural Network Series: Is binary classification the best you can do? (Part IV)

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Marina Fuster

Neural Network Series: Rosenblatt’s perceptron algorithm (Part III)

Simple perceptrons, as discussed in the previous article, can be useful when dealing with binary classification, especially if the problem…

3 min readApr 18, 2024

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Neural Network Series: Rosenblatt’s perceptron algorithm (Part III)

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Marina Fuster

Neural Network Series: Congratulations, it’s a baby network (Part II).

We’ve established in Part I of the series that the goal is to understand the subject from the ground up. Neural Networks is an area that…

6 min readApr 16, 2024

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Neural Network Series: Congratulations, it’s a baby network (Part II).

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Marina Fuster

Neural Network Series: We’re not releasing autonomous black boxes into the world (Part I).

Unless you’ve been living under a rock, there are high chances you can identify some of the technologies displayed on the image below…

3 min readApr 15, 2024

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Neural Network Series: We’re not releasing autonomous black boxes into the world (Part I).

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Marina Fuster

Marina Fuster

Software Engineer (BSc, MSc), interested in the intersection between engineering and research. Artificial Intelligence Systems Lecturer @ ITBA

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