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Hi 👋, I'm Diana

A passionate physics, design, privacy tech, and power research from Ecuador

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  • 🔭 I’m currently working on Diversa

  • 💬 Ask me about Ethics in AI,privacy, politics, power and Artificial Intelligence, design products, HCI

  • 💜 Interested in feminism , power and technology.

  • 📫 How to reach me [email protected]

Connect with me:

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Diana Mosquera's Projects

autoenconder icon autoenconder

An autoencoder implementation on the wisconsin breast cancer dataset

awesomeanimeresearch icon awesomeanimeresearch

Papers, repository and other data about anime or manga research. Please let me know if you have information that the list does not include.

decoding-of-motor-responses-from-neural-population-activity-in-mice icon decoding-of-motor-responses-from-neural-population-activity-in-mice

We will try to understand which areas of the brain are involved in the behavior of the mice during the experimental task of the Steinmetz dataset recorded using Neuropixel probes. For this approach we will try to use a machine learning model to classify the different responses the mice made. We’ll use recordings from different brain regions as inputs to study the brain activity specific to different decision-making tasks in mice. And we will evaluate different time-window sizes of the recording to use as input of the model. We will apply Dimensionality Reduction on the data of different brain regions, train a classification model of the rat's response and explain the impact of different brain regions activity using SHAP additive explanations. Our analysis should help us understand dominant areas of the brain that are involved in the decision making process of the mice between the time zones stimulus onset and reaction time of the mice. The experimental task involves visual stimuli followed by an auditory cue that signals the mouse's movement of the wheel. If the movement of the wheel is correct the mouse receives a reward. Keywords: Steinmetz

dopamine icon dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

jukebox icon jukebox

Code for the paper "Jukebox: A Generative Model for Music"

library icon library

a library of easily downloadable datasets with animal vocalizations (audio)

neural-network icon neural-network

A neural network library, with training, query, and backquery functionality.

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