neuroinformatics

neuroinformatics
Tremendous advances in functional, anatomical, and behavioral techniques has led to a large increase in the amount of new data available for modeling efforts at many levels of abstraction: from in-depth descriptions and analyses of individual membrane channels to large scale investigation
of whole brain activity using fMRI and other imaging techniques. This wealth of data is essential for investigating the link between realistic brain models and behavior, and requires the development of new and powerful tools that assist the neuroscientist in designing, testing, and analyzing large-scale neural models.

ya Articles

 

- Scalable adaptive brain-like systems. G. Livitz, M. Versace, A. Gorchetchnikov, Z. Vasilkoski, H. Ames, B. Chandler, J.  Léveillé, E. Mingolla. The Neuromorphic Engineer (in press). [2011]

- MoNETA: A Mind Made from Memristors. Versace, M., and Chandler, B. (2010). IEEE Spectrum, Cover page fearured article, December 2011. PDF [2010]

- Adaptive Computation with Memristive Memory. Snider, G., Amerson, R., Carter, D., Abdalla, H., Qureshi, S., Laveille, J., Versace, M., Ames, H., Patrick, S., Chandler, B., Gorchetchnikov, A., and Mingolla,IEEE Computer, Volume 44(2), 2011. PDF [2010]

- Learning in a distributed software architecture for large-scale neural modeling. Léveillé, J., Ames, H., Chandler, B., Gorchetchnikov, A., Mingolla, E., Patrick, S., and Versace, M. BIONETICS10, Boston, MA, USA. [2010]

- KInNeSS: A modular framework for computational neuroscience. Massimiliano Versace, Heather Ames, Jasmin Leveille, Bret Fortenberry, Himanshu Mhatre, and Anatoli Gorchetchnikov. Neuroinformatics, In press. Download the PDF version. [2007]

Versace, M. (2010) Open-source software for computational neuroscience: Bridging the gap between models and behavior. In Horizons in Computer Science Research, Volume 3.

ya Book chalters

 

- Open-source software for computational neuroscience: Bridging the gap between models and behavior. Versace, M. In Horizons in Computer Science Research, Volume 3. [2010]

ya Abstracts

 

- Brain-inspired computing. Versace, M. Keynote address, Bionetics 2010, Boston, MA [2010]

-General form of learning algorithms for neuromorphic hardware implementation. Anatoli Gorchetchnikov, Massimiliano Versace, Heather Ames, Jasmin Leveille, Arash Yazdanbakhsh, Ben Chandler, Ennio Mingolla, Greg Snider. The international Computational Neuroscience meeting (CNS), San Antonio, TX, July 2010. [2010]  

- How to build a brain on a nanochip. Versace, M., Gorchetichnikov, A., Chandler, B., Kozma, R.T., Ames, H.M., and Mingolla, E. NSF CELEST site visit, Boston, MA, March 2010. [2010]

- KInNeSS: A modular framework for computational neuroscience. Massimiliano Versace, Heather Ames, Jasmin Leveille, Bret Fortenberry, Himanshu Mhatre, and Anatoli Gorchetchnikov.  ICCNS 2008, Boston, MA, USA. See abstract.[2008]

- Applying the Methods of Experimental Data Visualization to Neuronal Simulations. Versace M, Gorchetchnikov A and Grossberg S. Poster, International Conference on Cognitive and Neural Systems (ICCNS 2005). Download the PDF version. [2005]

- KInNeSS: A new software environment for simulations of neuronal activity. Gorchetchnikov A, Versace M. Poster, International Conference on Cognitive and Neural Systems (ICCNS 2004). Download the PDF version. [2004]

ya Software

 

- KInNeSS is a KDE Integrated NeuroSimulation Software. Integration here means that ideally you can do different projects, like visual system, auditory system or memory system within one framework. www.kinness.net

computational neuroscience
neuroinformatics
applications