benvenuti to the personal website of massimiliano versace

I received my PhD from the Department of Cognitive and Neural Systems at Boston University, where I am the Project Coordinator and Senior Investigator in the DARPA SyNAPSE project. My research interests are focused on neural networks - in particular applied to laminar cortical models of learning and memory. I am also involved in several technology initiatives in CELEST, and n the development and testing of a software package for advanced neurosimulations, KInNeSS.
Massimiliano Versace
In January 2006 I co-founded Neurala LLC with the target of developing a technology platform that enables programmers to write brain-based algorithms that exploit emerging, low-cost parallel hardware components. Other research interests include the application of machine learning algorithms to financial forecasting. My research is supported in part by CELEST, an NSF Science of Learning Center (NSF SBE-0354378). [read more]

what's new

HIGHLIGHTS

a The SyNAPSE project

a How do spiking laminar circuits enable visual perception of contours?

a How to reliably control the spiking transfer function of biophysically realistic neurons?

a Explaining motion reference frames in laminar cortical circuits

a Keeping it in mind: prefrontal cortex neurons keep information in memory

The SMART model

The Synchonous Matching Adaptive Resonance Theory (SMART) model

SMART was developed to answer a fundamental question in neuroscience and brain-inspired technologies: how do spiking laminar cortical circuits self-organize and stably learn relevant information? How can these circuits be embedded in low-power, hybrid CMOS chip and used to solve challenging pattern recognition problems?

 

Check a recent talk about SMART, or read the paper pdf