Seminar · Computational Neuroscience
Dynamics of neural motifs realized with a minimal memristive neuro-synaptic unit
Marcelo Rozenberg · CNRS, Paris
Wed, Mar 19, 2025 · 15:00 UTC
The use of electronic circuits to model neural systems goes back to C. Mead and is present in models, from leaky-integrate-and-fire to Hodking-Huxley. Simulating neural network with analog hardware is attractive: it allows to implement neurocomputations in real time without discretization approximations, it has perfect simulation-time scaling with system size, and it provides ready-to-deploy neuromorphic circuit for applications. There are implementations in CMOS technology, however, they are complex, require sophisticated fabrication facilities and, most important, suffer from significant d