Research

Esperimenti, demo interattive e serie di ricerca. Experiments, live demos and research series.

  1. Hopfield Network Demo
  2. 4 Oct 2026 Amari Neural Field Network Demo
  3. 28 Jul 2025 Analyzing GRU Training Dynamics on the Adding Problem - Part 4: When you’re wrong (and that’s better) In Part 3, I ended with this confident claim:
  4. 22 Jul 2025 Analyzing GRU Training Dynamics on the Adding Problem - Bonus Exploring the limits of information encoding in GRU cells and activation functions
  5. 20 Jul 2025 Analyzing GRU Training Dynamics on the Adding Problem - Part 3 In this blog post, I’ll continue the journey started in the part 1 and part 2 by further analyzing the training dynamics of GRUs on the adding problem. We have seen how the…
  6. 20 Feb 2025 Analyzing GRU Training Dynamics on the Adding Problem - Part 2 In this blog post, I’ll complete the journey started in the previous post in which I introduced the problem and showed some interesting plots depicting weights and the…
  7. 18 Feb 2025 Analyzing GRU Training Dynamics on the Adding Problem - Part 1 In this blog post, I want to report on some insights I discovered about the training dynamics of a GRU network applied to a toy problem called the “Adding Problem.” This is…
  8. 3 Feb 2025 Of RNNs: Ising, Hopfield, Math and Modernity
  9. 30 Jan 2025 Connect 4 Voglio applicare il metodo DPO a una rete RNN. Creerò una struttura composta da tre elementi che interagiscono tra loro:
  10. 30 Jan 2025 Spatial Spike Neural Networks Voglio provare a studiare un tipo di rete neurale di cui non ho trovato citazioni in ambito di ricerca. Di base Una rete neurale spiking (SNN) è un tipo di Neural Network…
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