Computational Neuroscience

Papers

- Spikes, synchrony, and attentive learning by laminar thalamocortical circuits. Grossberg, S., and Versace, M. In press, Brain Research. 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]

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]

PhD dissertation

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

Code

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