I’ve added new teaching material in the teaching section. It’s a short tutorial on extracting and analyzing Ca2+ fluorescence signals ꜛ with Fiji ꜛ and a default spreadsheet program, designed for a max. 1 h session. The tutorial is highly and thankfully inspired by this blog post ꜛ of Akira Muto.
The Fiji logo.
In the previous post, we analyzed the dynamics of Van der Pol oscillator by using phase plane analysis. In this post, we will see, that this oscillator can ...
Hopfield networks, a form of recurrent neural network (RNN), serve as a fundamental model for understanding associative memory and pattern recognition in com...
In this post we explore the Integrate-and-Fire model, a simplified representation of a neuron. We also run some simulations in Python to understand the mode...
High-throughput and multi-modal behavior experiments, coupled with machine learning analysis, unlock valuable insights into complex systems by capturing dive...
I’ve added new teaching material on using the free and open-source software (FOSS) Napari for bioimage analysis. Feel free to use and share it.
In this post, we explore the performance of PCA, Kernel PCA, denoising autoencoder, and CNN for image denoising.
A new study on Tauopathy in which our lab was involved has just been published.
Mutual information is an essential measure in information theory that quantifies the statistical dependence between two random variables. Given its broad app...
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