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RESEARCH

Computational Neuroscience

One of the main goals of modern neuroscience is to understand how organisms adapt to their environment and what brain mechanisms subserve this process. My research focuses on investigating how the brain learns and retains useful information through biophysically-realistic mathematical simulations of large-scale neural systems.

ya Papers

 

- Spikes, synchrony, and attentive learning by laminar thalamocortical circuits. Grossberg, S., and Versace, M. Brain Research, 1218, 278 – 312. Download the PDF version. [2008]

- A model of STDP based on spatially and temporally local information: Derivation and combination with gated decay. Gorchetchnikov A, Versace M, and Hasselmo M. Neural Networks, 2005 Jun-Jul;18(5-6):458-66. Download the PDF version. [2005]

- Spatially and Temporally Local Spike-Timing-Dependent Plasticity Rule. Gorchetchnikov, Versace and Hasselmo. Oral presentation and proceedings, International Joint Conference on Neural Networks (IJCNN 2005). Download the PDF version. [2005]

ya Abstracts

 

- Perceptual grouping in a spiking laminar cortical model. Jasmin Leveille, Stephen Grossberg, Ennio Mingolla, and Massimiliano Versace.  VSS 2008, Naples, FL, USA [2008]

- Spiking dynamics of perceptual grouping in the laminar circuits of visual cortex. Jasmin Leveille, Stephen Grossberg, Ennio Mingolla, and Massimiliano Versace.  See abstract. ICCNS 2008, Boston, MA, USA [2008]

- Spikes, synchrony and attentive learning by thalamocortical circuits . Versace M, and Grossberg, S. CCNC, San Diego, CA, November 2007, Poster. [2007]

- Spikes, synchrony and attentive learning by thalamocortical circuits . Versace M, and Grossberg, S. COBENN, Palma de Mallorca, Spain, October 2007, Poster. [2007]

- From spikes to interareal synchrony: how attentive matching and resonance control learning and information processing by laminar thalamocortical circuits. Versace, M. and Grossberg, S. Society for Neuroscience Abstract, Atlanta, GA., Program No. 65.11/Z12. [2006]

- Learning and Cognitive Information Processing in Thalamocortical Assemblies: Unifying Spikes, Synchronous Oscillations, and Resonance. Versace M, and Grossberg, S. ICCNS , May 2006, Oral Presentation. See abstract. [2006]

- From Spikes to Objects: How Multiple Levels of Thalamic and Cortical Interactions Control Visual Learning, Attenion and Recognition. Versace M, Grossberg, VSS, Poster, May 2006. See abstract. [2006]

- Temporal binding and resonance in thalamocortical assemblies: learning and cognitive information processing in a spiking neuron model . Versace M, Grossberg, S. Society for Neuroscience, Poster, October 2005. See abstract. [2005]

ya PhD dissertation

 

- Laminar circuits for synchronous thalamocortical information processing and attentive stable learning by spiking neurons. PhD Thesis, Boston University. [2007]

ya Code

 

- SMART networks and stimuli. Supplementary material to Brain Research, submitted in December 2007 [2007]

 

computational neuroscience
neuroinformatics
applications
 

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