LECS
Laboratory for Emerging Computing Systems
Concordia University · Montréal

Articles & research notes.

Long-form writing from members of the lab — research notes accompanying recent papers, engineering write-ups, and the occasional reflection on the practice of running an architecture group.

Filter by topic
Feb 18, 2026 Engineering

Calibrating a photonic link with no test engineer in the loop

Microring resonators want a clean thermal environment. The real world does not provide one. A closed-loop calibration scheme that fits inside the link, not on the bench.

Nov 12, 2025 Research note

How much precision does an edge classifier actually need?

Quality-configurable arithmetic units let an embedded neural network spend bits where they matter and save them where they do not. A short tour of what changes when accuracy is a knob.

Sep 3, 2025 Field report

Why event-driven inference is the right answer for keyword spotting

Keyword-spotting accelerators are typically on, always polling. Spiking accelerators only do work when something interesting happens. A look at what that buys.

Jul 22, 2025 Lab life

From Lyon to Montréal: notes on running an architecture lab on two continents

Five years after moving the group from École Centrale de Lyon to Concordia, a brief inventory of what travelled, what did not, and what we built locally.