Notes
This section is for research notes, technical writing, and short essays that sit somewhere between theory, experimentation, and implementation.
I am not especially interested in polished blogging for its own sake. What I want here is a lightweight public space for clarifying ideas, recording useful experiments, summarizing readings, and making parts of the research process more visible.
What this section is for
Conceptual notes
Short pieces aimed at clarifying a research idea, framing a problem, or comparing related concepts.
Implementation notes
Practical observations from coding, debugging, structuring experiments, and building research software.
Reading notes
Compact summaries and reactions to papers, reviews, and research directions that seem especially useful.
Research sketches
Early-stage ideas, open questions, and rough experimental directions that are not yet full projects or papers.
Topics
Published notes
Fast and slow adaptation in a toy dynamical system
A compact visual note on multi-timescale adaptation, using a minimal Julia sketch to reason about responsiveness, stability, and memory traces.
Adaptive dynamics · Memory traces · Julia sketch
Graduating with my Master's degree
A short personal note on completing my Master's degree in Physics of Data at the University of Padova, with a few photos from graduation day.
Physics of Data · University of Padova · December 2024
Planned directions
Why predictive coding is interesting for spiking systems
A first conceptual note on why prediction-driven computation might fit naturally with temporal and event-based models.
When local learning becomes a systems problem
Some thoughts on how local plasticity, architecture, memory, and constraints interact in nontrivial ways.
Research software for modular SNN experiments
A practical note on how I think about tooling, modularity, and reproducibility in experimental SNN work.
What to expect
Most entries here will be relatively short. Some will be closer to mini-essays, others to structured notes or implementation logs. Over time, I would like this section to become a useful complement to the more static pages of the site: less formal than publications, but more deliberate than scattered private notes.
Current notes
The section now includes two public notes: Fast and slow adaptation in a toy dynamical system and Graduating with my Master's degree. More technical notes, reading notes, and short research essays will be added over time.