Michael Pfeiffer, PhD - Publications

Affiliations: 
Institute of Neuroinformatics ETH/Uni Zurich, Zürich, Zürich, Switzerland 
Area:
Machine Learning, Computational Neuroscience

55 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Kugele A, Pfeil T, Pfeiffer M, Chicca E. Efficient Processing of Spatio-Temporal Data Streams With Spiking Neural Networks. Frontiers in Neuroscience. 14: 439. PMID 32431592 DOI: 10.3389/Fnins.2020.00439  0.4
2020 Kassraian-Fard P, Pfeiffer M, Bauer R. A generative growth model for thalamocortical axonal branching in primary visual cortex. Plos Computational Biology. 16: e1007315. PMID 32053598 DOI: 10.1371/Journal.Pcbi.1007315  0.68
2018 Pfeiffer M, Pfeil T. Deep Learning With Spiking Neurons: Opportunities and Challenges. Frontiers in Neuroscience. 12: 774. PMID 30410432 DOI: 10.3389/Fnins.2018.00774  0.4
2015 Stromatias E, Neil D, Pfeiffer M, Galluppi F, Furber SB, Liu SC. Robustness of spiking Deep Belief Networks to noise and reduced bit precision of neuro-inspired hardware platforms. Frontiers in Neuroscience. 9: 222. PMID 26217169 DOI: 10.3389/Fnins.2015.00222  1
2015 Pfeiffer M, Betizeau M, Waltispurger J, Pfister SS, Douglas RJ, Kennedy H, Dehay C. Unsupervised lineage-based characterization of primate precursors reveals high proliferative and morphological diversity in the OSVZ. The Journal of Comparative Neurology. PMID 26053631 DOI: 10.1002/Cne.23820  1
2015 Lagorce X, Ieng SH, Clady X, Pfeiffer M, Benosman RB. Spatiotemporal features for asynchronous event-based data. Frontiers in Neuroscience. 9: 46. PMID 25759637 DOI: 10.3389/Fnins.2015.00046  1
2015 Delbruck T, Pfeiffer M, Juston R, Orchard G, Muggler E, Linares-Barranco A, Tilden MW. Human vs. computer slot car racing using an event and frame-based DAVIS vision sensor Proceedings - Ieee International Symposium On Circuits and Systems. 2015: 2409-2412. DOI: 10.1109/ISCAS.2015.7169170  1
2015 Stromatias E, Neil D, Galluppi F, Pfeiffer M, Liu SC, Furber S. Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker Proceedings - Ieee International Symposium On Circuits and Systems. 2015: 1901. DOI: 10.1109/ISCAS.2015.7169034  1
2015 Binas J, Indiveri G, Pfeiffer M. Local structure helps learning optimized automata in recurrent neural networks Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280714  1
2015 Diehl PU, Neil D, Binas J, Cook M, Liu SC, Pfeiffer M. Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280696  1
2015 Stromatias E, Neil D, Galluppi F, Pfeiffer M, Liu SC, Furber S. Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280625  1
2015 Pfeiffer M. Determination of realistic sterilisation conditions for products contaminated with a bioburden of various species / Calculation of realistic sterilisation doses based on experimentally determined D-values, e. g., sterilisation with ionising irradiation | Ermittlung realitätsnaher Sterilisationsbedingungen: Produkte, die mit mehr als nur einer Keimart verkeimt sind / Berechnung ausreichender und realistischer Sterilisationsdosen anhand von ermittelten D-Werten / am Beispiel der Sterilisation mit ionisierenden Strahlen Pharmazeutische Industrie. 77: 1082-1086.  0.48
2014 Galluppi F, Lagorce X, Stromatias E, Pfeiffer M, Plana LA, Furber SB, Benosman RB. A framework for plasticity implementation on the SpiNNaker neural architecture. Frontiers in Neuroscience. 8: 429. PMID 25653580 DOI: 10.3389/Fnins.2014.00429  1
2014 Bauer R, Zubler F, Pfister S, Hauri A, Pfeiffer M, Muir DR, Douglas RJ. Developmental self-construction and -configuration of functional neocortical neuronal networks. Plos Computational Biology. 10: e1003994. PMID 25474693 DOI: 10.1371/Journal.Pcbi.1003994  0.48
2014 Lee JH, Delbruck T, Pfeiffer M, Park PK, Shin CW, Ryu HE, Kang BC. Real-time gesture interface based on event-driven processing from stereo silicon retinas. Ieee Transactions On Neural Networks and Learning Systems. 25: 2250-63. PMID 25420246 DOI: 10.1109/Tnnls.2014.2308551  1
2014 Binas J, Rutishauser U, Indiveri G, Pfeiffer M. Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticity. Frontiers in Computational Neuroscience. 8: 68. PMID 25071538 DOI: 10.3389/Fncom.2014.00068  1
2014 Moser M, Pfeiffer M, Pichler J. Domain-specific modeling in industrial automation: Challenges and experiences 1st International Workshop On Modern Software Engineering Methods For Industrial Automation, Mosemina 2014 - Proceedings. 42-51. DOI: 10.1145/2593783.2593787  1
2014 Moser M, Pfeiffer M, Pichler J. A novel domain-specific language for the robot welding automation domain 19th Ieee International Conference On Emerging Technologies and Factory Automation, Etfa 2014. DOI: 10.1109/ETFA.2014.7005348  1
2014 Pfeiffer M. Commissioned suppliers' audits: What must be taken into account when suppliers' audits are awarded to "third parties"? | Lieferantenaudits im Auftrag: Was ist zu beachten, wenn Lieferantenaudits an "Dritte" vergeben werden? Pharmazeutische Industrie. 76: 1883-1886.  0.48
2013 O'Connor P, Neil D, Liu SC, Delbruck T, Pfeiffer M. Real-time classification and sensor fusion with a spiking deep belief network. Frontiers in Neuroscience. 7: 178. PMID 24115919 DOI: 10.3389/Fnins.2013.00178  1
2013 Nessler B, Pfeiffer M, Buesing L, Maass W. Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity. Plos Computational Biology. 9: e1003037. PMID 23633941 DOI: 10.1371/Journal.Pcbi.1003037  1
2013 Sheik S, Pfeiffer M, Stefanini F, Indiveri G. Spatio-temporal spike pattern classification in neuromorphic systems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8064: 262-273. DOI: 10.1007/978-3-642-39802-5-23  1
2012 Pfeiffer M, Hartbauer M, Lang AB, Maass W, Römer H. Probing real sensory worlds of receivers with unsupervised clustering. Plos One. 7: e37354. PMID 22701566 DOI: 10.1371/Journal.Pone.0037354  1
2012 Lee J, Delbruck T, Park PKJ, Pfeiffer M, Shin CW, Ryu H, Kang BC. Live demonstration: Gesture-based remote control using stereo pair of dynamic vision sensors Iscas 2012 - 2012 Ieee International Symposium On Circuits and Systems. 741-745. DOI: 10.1109/ISCAS.2012.6272144  1
2012 Bornatico R, Pfeiffer M, Witzig A, Guzzella L. Optimal sizing of a solar thermal building installation using particle swarm optimization Energy. 41: 31-37. DOI: 10.1016/J.Energy.2011.05.026  1
2010 Pfeiffer M, Nessler B, Douglas RJ, Maass W. Reward-modulated Hebbian learning of decision making. Neural Computation. 22: 1399-444. PMID 20141476 DOI: 10.1162/Neco.2010.03-09-980  1
2010 Bornatico R, Pfeiffer M, Witzig A, Guzzella L. Particle swarm optimization for the optimal sizing of a solar thermal building installation Proceedings of the 23rd International Conference On Efficiency, Cost, Optimization, Simulation, and Environmental Impact of Energy Systems, Ecos 2010. 3: 221-228.  1
2010 Pfeiffer M, Pichler J. Trade: A language and its tool support for programming in electrical engineering Proceedings of the Iasted International Conference On Software Engineering, SE 2010. 33-40.  1
2009 Pfeiffer M, Pichler J. A DSM approach for end-user programming in the automation domain Ieee International Conference On Industrial Informatics (Indin). 142-148. DOI: 10.1109/INDIN.2009.5195793  1
2009 Nessler B, Pfeiffer M, Maass W. STDP enables spiking neurons to detect hidden causes of their inputs Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1357-1365.  1
2009 Nessler B, Pfeiffer M, Maass W. Hebbian learning of Bayes optimal decisions Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1169-1176.  1
2007 Bäcker A, Santschi R, Odermatt S, Römer F, Pfeiffer M, Royo P, Iakovlev V, Syrbu A, Caliman A, Mereuta A, Kapon E, Witzigmann B. Investigation of optical far-field stability in long-wavelength VCSELs - Thermal and carrier-induced effects Proceedings of Spie - the International Society For Optical Engineering. 6468. DOI: 10.1117/12.699842  1
2007 Létay G, Ng WC, Schneider L, Bregy A, Pfeiffer M. Statistical analysis and yield management in LED design through TCAD device simulation Proceedings of Spie - the International Society For Optical Engineering. 6486. DOI: 10.1117/12.698850  1
2007 Neumann G, Pfeiffer M, Maass W. Efficient continuous-time reinforcement learning with adaptive state graphs Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4701: 250-261.  1
2006 Ng WC, Pfeiffer M. Generalized photon recycling theory for 2D and 3D LED simulation in sentaurus device™ 2006 International Conference On Numerical Simulation of Semiconductor Optoelectronic Devices, Nusod '06. 127-128. DOI: 10.1109/NUSOD.2006.306774  1
2006 Käster T, Pfeiffer M, Bauckhage C. Usability evaluation for image retrieval beyond desktop applications 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 385-388. DOI: 10.1109/ICME.2006.262517  1
2005 Bauckhage C, Hanheide M, Wrede S, Käster T, Pfeiffer M, Sagerer G. Vision systems with the human in the loop Eurasip Journal On Applied Signal Processing. 2005: 2375-2390. DOI: 10.1155/ASP.2005.2375  1
2005 Schneider L, Pfeiffer M, Piprek J, Witzig A, Witzigmann B. Sampled-grating DBR lasers: Calibrated 3D simulation of tuning characteristics Proceedings of Spie - the International Society For Optical Engineering. 5825: 95-106. DOI: 10.1117/12.611337  1
2005 Witzig A, Witzigmann B, Krishnamurthy S, Braun G, Pfeiffer M, Ng WC, Johnson M, Fichtner W. Device simulation and statistical analysis in industrial laser design Proceedings of Spie - the International Society For Optical Engineering. 5722: 454-464. DOI: 10.1117/12.590161  1
2005 Odermatt S, Eitel S, Pfeiffer M, Bregy A, Witzigmann B. Physics of VCSELs: Temperature-dependent modulation response Nusod '05 - Proceedings of the 5th International Conference On Numerical Simulation of Optoelectronic Devices. 2005: 25-26. DOI: 10.1109/NUSOD.2005.1518117  1
2004 Laino V, Witzigmann B, Pfeiffer M, Mueller J, Schmidt B. TCAD simulation of optical far field for an edge emitting semiconductor laser Proceedings of the 4th International Conference On Numerical Simulation of Optoelectronic Devices, Nusod '04. 11-12.  1
2004 Streiff M, Witzigmann B, Witzig A, Pfeiffer M. Microscopic opto-electro-thermal VCSEL device simulation Proceedings of the 4th International Conference On Numerical Simulation of Optoelectronic Devices, Nusod '04. 44-46.  1
2004 Pfeiffer M. Machine learning applications in computer games Ogai Journal (Oesterreichische Gesellschaft Fuer Artificial Intelligence). 23: 4-7.  1
2003 Schneider L, Witzig A, Pfeiffer M, Streiff M, Fichtner W. Coupled Electro-Thermo-Optical Simulation of a Multisection DBR Laser Proceedings of Spie - the International Society For Optical Engineering. 4986: 100-110. DOI: 10.1117/12.474324  1
2003 Streiff M, Witzig A, Pfeiffer M, Schneider L, Fichtner W. Technology CAD Based Design of Vertical-Cavity Surface-Emitting Lasers Proceedings of Spie - the International Society For Optical Engineering. 4986: 313-322. DOI: 10.1117/12.474323  1
2003 Schneider L, Pfeiffer M, Witzig A, Streiff M, Fichtner W. Full-3D simulation of tunable multi-section DBR lasers Proceedings of the Ieee/Leos 3rd International Conference On Numerical Simulation of Semiconductor Optoelectronic Devices, Nusod 2003. 2003: 92-93. DOI: 10.1109/NUSOD.2003.1259061  1
2003 Witzig A, Schneider L, Pfeiffer M, Streiff M, Lundström T, Tikhomirov P, Ng WC, Fichtner W. Optimization of a leaky-waveguide laser using DESSIS Proceedings of the Ieee/Leos 3rd International Conference On Numerical Simulation of Semiconductor Optoelectronic Devices, Nusod 2003. 2003: 35-36. DOI: 10.1109/NUSOD.2003.1259038  1
2003 Laino V, Pfeiffer M, Witzig A, Fichtner W, Müller J, Schmidt B. A TCAD calibration methodology Proceedings of the Ieee/Leos 3rd International Conference On Numerical Simulation of Semiconductor Optoelectronic Devices, Nusod 2003. 2003: 29-30. DOI: 10.1109/NUSOD.2003.1259036  1
2003 Streiff M, Witzig A, Pfeiffer M, Royo P, Fichtner W. A Comprehensive VCSEL Device Simulator Ieee Journal On Selected Topics in Quantum Electronics. 9: 879-891. DOI: 10.1109/Jstqe.2003.818858  1
2003 Bauckhage C, Käster T, Pfeiffer M, Sagerer G. Content-Based Image Retrieval by Multimodal Interaction Iecon Proceedings (Industrial Electronics Conference). 2: 1882-1887. DOI: 10.1109/IECON.2003.1280347  1
2003 Käster T, Pfeiffer M, Bauckhage C. Combining speech and haptics for intuitive and efficient navigation through image databases Icmi'03: Fifth International Conference On Multimodal Interfaces. 180-187.  1
2002 Lehnhardt FJ, Torsello G, Claeys LG, Pfeiffer M, Wachol-Drewek Z, Grundmann RT, Sandmann W. Systemic and local antibiotic prophylaxis in the prevention of prosthetic vascular graft infection: an experimental study. European Journal of Vascular and Endovascular Surgery : the Official Journal of the European Society For Vascular Surgery. 23: 127-33. PMID 11863329 DOI: 10.1053/ejvs.2001.1571  0.48
2002 Schmidt B, Pliska T, Matuschek N, Badii R, Mohrdiek S, Kellner T, Pawlik S, Müller J, Sverdlov B, Witzig A, Pfeiffer M. Simulation and design of pump laser diodes for un-cooled applications Conference Digest - Ieee International Semiconductor Laser Conference. 159-160.  1
2002 Kämpfe T, Käster T, Pfeiffer M, Ritter H, Sagerer G. INDI - Intelligent database navigation by interactive and intuitive content-based image retrieval Ieee International Conference On Image Processing. 3: III/921-III/924.  1
1990 Pfeiffer M. Testing medical disposables using the Limulus Amoebocyte Lysate (LAL) test. Medical Device Technology. 1: 37-41, 51. PMID 10149427  0.48
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