Computational Neuroscience and Multiscale Brain Modeling       


 photo Vittorio Caggiano photo photoJames R. Kozloski photoTim Rumbell photo

Computational Neuroscience and Multiscale Brain Modeling Publications


Closed Loop Brain Model of Neocortical Information Based Exchange
James Kozloski
Frontiers in Neuroanatomy 10(3), 2016


Self-referential forces are sufficient to explain different dendritic morphologies
H Memelli, B Torben-Nielsen, J Kozloski
Frontiers in Neuroinformatics 7(1), Frontiers Media, 2013



An Ultrascalable Solution to Large-scale Neural Tissue Simulation
J. Kozloski, J. Wagner
Front Neuroinform5, 15, 2011

Automated reconstruction of neural tissue and the role of large-scale simulation
J. Kozloski
Neuroinformatics 9(2-3), 133--142, 2011


Establishing relationships between components in simulation systems
D H Carey, J R Kozloski, H Lamehamedi, C C Peck III, R Rao
US Patent 7,756,691

A theory of loop formation and elimination by spike timing-dependent plasticity
J. Kozloski, G. A. Cecchi
Front Neural Circuits4, 7, 2010


Interoperable Model Graph Simulator for High-Performance Computing
J Kozloski, M Eleftheriou, B Fitch, C Peck
IBM Research Reports RC24811(W0906-078), 2009


Unsupervised segmentation with dynamical units
A R Rao, G A Cecchi, C C Peck, J R Kozloski
IEEE Transactions on Neural Networks 19(1), 168, IEEE, 2008

Identifying, tabulating, and analyzing contacts between branched neuron morphologies
J Kozloski, K Sfyrakis, S Hill, F Schuermann, C Peck, H Markram
IBM Journal of Research and Development 52(1/2), 43--55, IBM, 2008

Efficient segmentation in multi-layer oscillatory networks
A Ravishankar Rao, G A Cecchi, C C Peck, J R Kozloski
Neural Networks, 2008, pp. 2966--2973

Network-related challenges and insights from neuroscience
C Peck, J Kozloski, G Cecchi, S Hill, F Schuermann, H Markram, R Rao
Bio-Inspired Computing and Communication, pp. 67--78, Springer, 2008

Topological Effects of Synaptic Time Dependent Plasticity
J R Kozloski, G A Cecchi
Arxiv preprint arXiv:0810.0029, 2008

Devices, methods, and systems for accessing native neurons through artificial neural mediators (ANMS)
J R Kozloski, S Polonsky
Patent US20080299201A1
US Patent App. 11/487,810


Topographic Infomax in a Neural Multigrid
J Kozloski, G Cecchi, C Peck, A Rao
Advances in Neural Networks, ISNN 20074492, 500--509, Springer

Emergence of Topographic Cortical Maps in a Parameterless Local Competition Network
A Rao, G Cecchi, C Peck, J Kozloski
Advances in Neural Networks, ISNN 20074492, 552--561, Springer


Translation invariance in a network of oscillatory units
A R Rao, G A Cecchi, C C Peck, J R Kozloski
Proceedings of SPIE, pp. 469--477, 2006

Inference and segmentation in cortical processing
Y Liu, G A Cecchi, A R Rao, J Kozloski, C C Peck
Proceedings of SPIE, pp. 344--353, 2006

An optimization approach to achieve unsupervised segmentation and binding in a dynamical network
A R Rao, G A Cecchi, C C Peck, J R Kozloski
IEEE International Joint Conference on Neural Networks, 2006, pp. 4159--4166


Deconvolution and segmentation based on a network of dynamical units
G A Cecchi, J R Kozloski, C C Peck, R Rao
US Patent App. 11/282,898


A proposed method for recording intracellular signals using errors in intracellular biopolymer synthesis
J Kozloski
Society for Neuroscience, 2004


Simulation infrastructure for modeling large scale neural systems
C Peck, J Kozloski, A Rao, G Cecchi
Computational Science, ICCS, 713--713, Springer, 2003


Stereotyped position of local synaptic targets in neocortex
J Kozloski, F Hamzei-Sichani, R Yuste
Science 293(5531), 868, AAAS, 2001


Rate coding of sound features in second and third order auditory nuclei is computed from temporally structured first order spike trains
J Kozloski, JD Crawford
Society for Neuroscience Abstracts, 1998

Year Unknown

Inference and segmentation in cortical processing (Proceedings Paper)
Y Liu, G A Cecchi, A R Rao, J Kozloski, C C Peck, 0

Group Members

  • James Kozloski
  • Adam Ponzi
  • James Humble
  • Sebastien Naze
  • Sushmita Allam
  • Tim Rumbell
  • Tuan Hoang Trong
  • Vittorio Caggiano