Publications with contributions from FACETS-ITN students[]

• Compensating inhomogeneities of neuromorphic VLSI devices via short-term synaptic plasticity
  Bill, J., Schuch, K, Brüderle, D., Schemmel, J., Maass, W. and Meier, K.
  Front. Comput. Neurosci. 4 (2010), 129
• A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems
  Brüderle, D., Petrovici, M.A., Vogginger, B., Ehrlich, M., Pfeil, T., Millner, S., Grübl, A., Wendt, K., Müller, E., Schwartz, M.O., de Oliveira, D.H., Jeltsch, S., Fieres, J., Schilling, M., Müller, P., Breitwieser, O., Petkov, V., Muller, L., Davison, A.P., Krishnamurthy, P., Kremkow, J., Lundqvist, M., Muller, E., Partzsch, J., Scholze, S., Zühl, L., Mayr, C., Destexhe, A., Diesmann, M., Potjans, T.C., Lansner, A., Schüffny, R., Schemmel, J. and Meier, K.
  Biol Cybern. (2011) 104(4-5):263-96
• Automated parameter estimation of the Hodgkin - Huxley model using the differential evolution algorithm: application to neuromimetic analog integrated circuits
  Buhry, L., Grassia, F., Giremus, A., Grivel, E., Renaud, S., and Saïghi, S. (2011). Neural Computation October 2011, Vol. 23, No. 10: 2599–2625 doi: 10.1162/NECO_a_00170
• Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks
  T. P. Vogels, H. Sprekeler, F. Zenke, C. Clopath and W. Gerstner
  Science 1211095 Published online 10 November 2011
  doi: 10.1126/science.1211095
• Tunable neuromimetic integrated system for emulating cortical neuron models
  Grassia F, Buhry L, Lévi T, Tomas J, Destexhe A and Saïghi S (2011) Front. Neurosci. 5:134. doi: 10.3389/fnins.2011.00134
• Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons
  Lars Buesing, Johannes Bill, Bernhard Nessler, Wolfgang Maass
  PLoS Comput Biol 7(11): e1002211. doi: 10.1371/journal.pcbi.1002211 (link. Published: November 3, 2011)
• "Bifurcation analysis in a silicon neuron" Filippo Grassia, Timothee Levi, Sylvain Saighi and Takashi Kohno (2012) in the journal : Artif Life Robotics doi: 10.1007/s10015-012-0016-6

• Baladron, J., Fasoli, D., Faugeras, O. and Touboul, J. (2012) Mean field description of and propagation of chaos in networks of hodgkin-huxley and fitzhugh-nagumo neurons. The Journal of Mathematical Neuroscience 2012, 2:10; doi: 10.1186/2190-8567-2-10, Published: 31 May 2012 http://www.mathematical-neuroscience.com/content/2/1/10/abstract (acknowledges FACETS-ITN)
• Baladron, J., Fasoli, D. and Faugeras, O. (2012) Three applications of gpu computing in neuroscience. Computing in Science and Engineering (2012) 14(3):40-47; doi: 10.1109/MCSE.2011.119 (acknowledges FACETS-ITN)
• Action selection performance of a reconfigurable Basal Ganglia inspired model with Hebbian-Bayesian Go-NoGo connectivity. Berthet, P., Hellgren Kotaleski, J. and Lansner, A.; Frontiers in Behavioral Neuroscience (2012) 6:65. doi: 10.3389/fnbeh.2012.00065 (in press)

• Inhibitory synaptic plasticity: spike timing-dependence and putative network function T. P. Vogels1, R. C. Froemke, N. Doyon, M. Gilson, J. S. Haas, R. Liu, A. Maffei, P. Miller, C. J. Wierenga, M. A. Woodin1, F. Zenke and H. Sprekeler1 doi: 10.3389/fncir.2013.00119
• Finite size effects in the correlation structure of stochastic neural networks: analysis of different connectivity matrices and failure of the mean-field theory D. Fasoli and O. Faugeras, http://arxiv.org/abs/1307.2129
• Correlation structure of stochastic neural networks with generic connectivity matrices D. Fasoli, O. Faugeras, http://arxiv.org/abs/1307.2798
• Synaptic Plasticity in Neural Networks Needs Homeostasis with a Fast Rate Detector F. Zenke, G. Hennequin, W. Gerstner (2013) PLoS Comput Biol 9(11): e1003330doi: 10.1371/journal.pcbi.1003330
• Kaplan BA and Lansner A (2014). A spiking neural network model of self-organized pattern recognition in the early mammalian olfactory system. Front. Neural Circuits 8:5. doi:10.3389/fncir.2014.00005
• Kaplan BA, Lansner A, Masson GS and Perrinet LU (2013) Anisotropic connectivity implements motion-based prediction in a spiking neural network. Front. Comput. Neurosci. 7:112. doi:10.3389/fncom.2013.00112
• J. Rankin, D. Avitabile, J. Baladron, G. Faye and D.J. Lloyd (2014) Continuation of Localized Coherent Structures in Nonlocal Neural Field Equations, SIAM J. Sci. Comput., 36(1), B70–B93 (PDF) SIAM Journal on Scientific Computing, (2013), [http://dx.doi.org/10.1137/130918721 doi:10.1137/130918721|
• Zenke, F. and Gerstner, W. (2014) Limits to high-speed simulations of spiking neural networks using general-purpose computers, Front. Neuroinform. 8:76 doi: 10.3389/fninf.2014.00076
• Hahn, G., Bujan, A.F., Fregnac, F., Aertsen, A. and Kumar, A. (2014) Communication through Resonance in Spiking Neuronal Networks, PLoS Comput Biol 10(8): e1003811, doi:10.1371/journal.pcbi.1003811

Conference contributions[]

• A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron Model.
  Millner, S., Grübl, A., Meier, K., Schemmel, J. and Schwartz, M.-O.
  Advances in Neural Information Processing Systems (NIPS), Vancouver, 2010
• A Neuromimetic Spiking Neural Network for Simulating Cortical Circuits
  Grassia, F., Lévi, T., Tomas, J., Renaud, S. and Saïghi, S.
  CISS 2011, 45th Annual International Conference of the IEEE on Information Sciences and Systems (Baltimore , USA)
• Packet based communication network for a neuromorphic VLSI system
  Thanasoulis, V., Hartmann, S., Ehrlich, M., Partzsch, J., Mayr, C., and Schüffny, R.
  Dresdner Arbeitstagung Schaltungs und Systementwurf (DASS), Dresden, Germany, May 2011, p. 72-77
• conference (oral presentation): F. Grassia, T. Levi, S. Saighi and T. Kohno (2012) Bifurcation analysis in a silicon neuron. ISAROB 17th, Beppu 19-21/01/2012 (JAPAN)
• Joint Simulation of Mixed-Signal Integrated Circuits and Printed Circuit Boards, L. Cederstrom and A. Graupner,
  Mixed Design of Integrated Circuits and Systems (MIXDES), 2012 Proceedings of the 19th International Conference, Warsaw
• Combining Spectre and PSpice - an Opening for New Design Methods (session award)
  Oral presentation: L. Cederstrom, CDNLive! EMEA 2012, Munich May 14-16
• Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation,
  C. Mayr, P. Staerke, J. Partzsch, L. Cederstrom, R. Schueffny, Y. Shuai, N. Du and H. Schmidt
  Neural Information Processing Systems (NIPS), Lake Tahoe, December 2012 ("in press")
• An Integrated Design Management Solution for Complex IC Design
  Oral presentation: R. Prahov, "Design, Automation & Test in Europe", 12-16 March, 2012 - Dresden, Germany
• Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
  Stefan Habenschuss, Johannes Bill, Bernhard Nessler
  NIPS 2012 (pdf)
• Dedicated FPGA Communication Architecture and Design for a Large-Scale Neuromorphic System
  V. Thanasoulis, J. Partzsch, S. Hartmann, C. Mayr, R. Schüffny,
  19th IEEE International Conference on Electronics, Circuits, and Systems(ICECS), 2012
• Long-Term Pulse Stimulation and Recording in an Accelerated Neuromorphic System
  V. Thanasoulis, J. Partzsch, B. Vogginger, C. Mayr, R. Schüffny
  19th IEEE International Conference on Electronics, Circuits, and Systems, 2012
• Efficient IC-PCB Co-design: Integrating a Discrete Component Library into an IC Design Environment, L. Cederstrom and A. Graupner
  CDNLive! EMEA 2013, Munich May 6-8
• A Model Based Comparison of BiFeO3 Device Applicability in Neuromorphic Hardware, Love Cederström, Paul Stärke, Christian Mayr, Yao Shuai, Heidemarie Schmidt and René Schüffny,
  Circuits And Systems (ISCAS), Proceedings of 2013 IEEE International Symposium on, Beijing May 19-24
• http://www.ploscompbiol.org/article/info%3Adoi%2F10.1371%2Fjournal.pcbi.1003330
• Gerald Hahn, Alejandro F. Bujan, Yves Fregnac, Ad Aertsen & Arvind Kumar (2013) Synfire chains and gamma oscillations: two complementary modes of information transmission in cortical networks. BMC Neuroscience 2013, 14(Suppl 1):P226 doi:10.1186/1471-2202-14-S1-P226
• Alejandro F. Bujan, Gerald Hahn, Yves Fregnac, Ad Aertsen & Arvind Kumar (2013) Propagation of synchronous activity through network resonance. Bernstein Conference 2013. doi:10.12751/nncn.bc2013.0132
• Alejandro F. Bujan, Arvind Kumar & Ad Aertsen (2012) Structure of stimulus induced correlations in random networks with distance dependent connectivity. COSYNE, Salt Lake City, Utah.
• Alejandro F. Bujan, Arvind Kumar & Ad Aertsen (2012). Stimulus driven correlation gain modulation in neuronal networks. Front. Comput. Neurosci. Bernstein Conference 2012. doi:10.3389/conf.fncom.2012.55.00147
• Grace Lindsay, Alejandro F. Bujan, Ad Aertsen, & Arvind Kumar (2012) Membrane potential statistics reveal detailed correlation structure. Front. Comput. Neurosci. Bernstein Conference 2012. doi:10.3389/conf.fncom.2012.55.00135
• V. Thanasoulis, B. Vogginger, J. Partzsch, R. Schüffny: A Pulse Communication Flow Ready for Accelerated Neuromorphic Experiments, IEEE International Symposium on Circuits and Systems(ISCAS), 2014

• Subversion: An Empirical Performance Case Study from a Collaborative Perspective on Integrated Circuits and Software Development
  Radoslav Prahov, Holger Schmidt, Achim Graupner
  4th IEEE International Conference on Software Engineering and Service Science (ICSESS 2013), Beijing, China, 23.-25. May 2013
• Performance Improvement of Subversion from the Perspective of Integrated Circuit Design
  Radoslav Prahov, Holger Schmidt, Achim Graupner
  Design Automation Conference DAC'13, Austin, Texas, 2.-6. June 2013.
• Methodologies for Co-Development and Joint Simulation of Mixed Signal PBCs and ICs
  Love Cederstroem
  Poster the PhD forum of DATE'12 (Design, Automation & Test in Europe conference 2012), Dresden, Germany
• Problems with Combining Spectre and PSpice for PCB and IC Joint Simulation
  Love Cederstroem
  MOS-AK/GSA Workshop (MOS Modeling and Parameter Extraction Working Group), Dresden, Germany, 27.04.2012
• "Configuration Management from the Perspective of Integrated Circuit Design,"
  R. Prahov, E. Müller, and A. Graupner
  IEEE 27th Convention of Electrical and Electronic Engineers in Israel, pp. 15, November 2012
• A comprehensive workflow and methodology for parasitic extraction
  Radoslav Prahov and Achim Graupner
  Annual scientific conference, Ruse, Bulgaria, November 2011.

Other (not acknowledging FACETS-ITN but with FACETS-ITN students as authors)[]

• Neuronal avalanches in spontaneous activity in vivo
  Hahn, G., Petermann, T., Havenith, M.N., Yu, S., Singer, W., Plenz, D. and Nikolic, D.
  J. Neurophysiol. 2010 Dec; 104(6):3312-­‐22. doi:10.1152/jn.00953.2009