Emulating insect brains for neuromorphic navigation

Authors: Schreiber, Korbinian, Wunderlich, Timo, Spilger, Philipp, Billaudelle, Sebastian, Cramer, Benjamin, Stradmann, Yannik, Pehle, Christian, Müller, Eric, Petrovici, Mihai A., Schemmel, Johannes, Meier, Karlheinz

Subject Terms: Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2401.00473

Cortical oscillations implement a backbone for sampling-based computation in spiking neural networks

Authors: Korcsak-Gorzo, Agnes, Müller, Michael G., Baumbach, Andreas, Leng, Luziwei, Breitwieser, Oliver Julien, van Albada, Sacha J., Senn, Walter, Meier, Karlheinz, Legenstein, Robert, Petrovici, Mihai A.

Source: PLoS Comput Biol 18(3): e1009753 (2022)

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2006.11099

Full wafer redistribution and wafer embedding as key technologies for a multi-scale neuromorphic hardware cluster

Authors: Zoschke, Kai, Guttler, Maurice, Bottcher, Lars, Grubl, Andreas, Husmann, Dan, Schemmel, Johannes, Meier, Karlheinz, Ehrmann, Oswin

Source: 2017 IEEE 19th Electronics Packaging Technology Conference (EPTC) Electronics Packaging Technology Conference (EPTC), 2017 IEEE 19th. :1-8 Dec, 2017

Relation: 2017 IEEE 19th Electronics Packaging Technology Conference (EPTC)

From LIF to AdEx neuron models: Accelerated analog 65 nm CMOS implementation

Authors: Aamir, Syed Ahmed, Muller, Paul, Kriener, Laura, Kiene, Gerd, Schemmel, Johannes, Meier, Karlheinz

Source: 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2017 IEEE. :1-4 Oct, 2017

Relation: 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS)

An accelerated analog neuromorphic hardware system emulating NMDA- and calcium-based non-linear dendrites

Authors: Schemmel, Johannes, Kriener, Laura, Muller, Paul, Meier, Karlheinz

Source: 2017 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2017 International Joint Conference on. :2217-2226 May, 2017

Relation: 2017 International Joint Conference on Neural Networks (IJCNN)

Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system

Authors: Schmitt, Sebastian, Klahn, Johann, Bellec, Guillaume, Grubl, Andreas, Guttler, Maurice, Hartel, Andreas, Hartmann, Stephan, Husmann, Dan, Husmann, Kai, Jeltsch, Sebastian, Karasenko, Vitali, Kleider, Mitja, Koke, Christoph, Kononov, Alexander, Mauch, Christian, Muller, Eric, Muller, Paul, Partzsch, Johannes, Petrovici, Mihai A., Schiefer, Stefan, Scholze, Stefan, Thanasoulis, Vasilis, Vogginger, Bernhard, Legenstein, Robert, Maass, Wolfgang, Mayr, Christian, Schuffny, Rene, Schemmel, Johannes, Meier, Karlheinz

Source: 2017 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2017 International Joint Conference on. :2227-2234 May, 2017

Relation: 2017 International Joint Conference on Neural Networks (IJCNN)

Robustness from structure: Inference with hierarchical spiking networks on analog neuromorphic hardware

Authors: Petrovici, Mihai A., Schroeder, Anna, Breitwieser, Oliver, Grubl, Andreas, Schemmel, Johannes, Meier, Karlheinz

Source: 2017 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2017 International Joint Conference on. :2209-2216 May, 2017

Relation: 2017 International Joint Conference on Neural Networks (IJCNN)

Correlations between Outside Temperature and Energy Consumption of Biogas Upgrading Plants

Authors: Meier, Karlheinz

Source: Chemical engineering & technology. 46(3):536-540

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100175797699.0x000001&indx=1&recIds=ETOCvdc_100175797699.0x000001

Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate

Authors: Billaudelle, Sebastian, Stradmann, Yannik, Schreiber, Korbinian, Cramer, Benjamin, Baumbach, Andreas, Dold, Dominik, Göltz, Julian, Kungl, Akos F., Wunderlich, Timo C., Hartel, Andreas, Müller, Eric, Breitwieser, Oliver, Mauch, Christian, Kleider, Mitja, Grübl, Andreas, Stöckel, David, Pehle, Christian, Heimbrecht, Arthur, Spilger, Philipp, Kiene, Gerd, Karasenko, Vitali, Senn, Walter, Petrovici, Mihai A., Schemmel, Johannes, Meier, Karlheinz

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/1912.12980

Structural plasticity on an accelerated analog neuromorphic hardware system

Authors: Billaudelle, Sebastian, Cramer, Benjamin, Petrovici, Mihai A., Schreiber, Korbinian, Kappel, David, Schemmel, Johannes, Meier, Karlheinz

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/1912.12047

Fast and energy-efficient neuromorphic deep learning with first-spike times

Authors: Göltz, Julian, Kriener, Laura, Baumbach, Andreas, Billaudelle, Sebastian, Breitwieser, Oliver, Cramer, Benjamin, Dold, Dominik, Kungl, Akos Ferenc, Senn, Walter, Schemmel, Johannes, Meier, Karlheinz, Petrovici, Mihai Alexandru

Source: Nature Machine Intelligence 3, 823-835 (2021)

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Emerging Technologies, Quantitative Biology - Neurons and Cognition, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1912.11443

Control of criticality and computation in spiking neuromorphic networks with plasticity

Authors: Cramer, Benjamin, Stöckel, David, Kreft, Markus, Wibral, Michael, Schemmel, Johannes, Meier, Karlheinz, Priesemann, Viola

Subject Terms: Computer Science - Emerging Technologies, Statistics - Computation

Access URL: http://arxiv.org/abs/1909.08418

A highly tunable 65-nm CMOS LIF neuron for a large scale neuromorphic system

Authors: Aamir, Syed Ahmed, Muller, Paul, Hartel, Andreas, Schemmel, Johannes, Meier, Karlheinz

Source: ESSCIRC Conference 2016: 42nd European Solid-State Circuits Conference European Solid-State Circuits Conference, ESSCIRC Conference 2016: 42nd. :71-74 Sep, 2016

Relation: ESSCIRC Conference 2016: 42nd European Solid-State Circuits Conference

Neuromorphic Hardware learns to learn

Authors: Bohnstingl, Thomas, Scherr, Franz, Pehle, Christian, Meier, Karlheinz, Maass, Wolfgang

Subject Terms: Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/1903.06493

Demonstrating Advantages of Neuromorphic Computation: A Pilot Study

Authors: Wunderlich, Timo, Kungl, Akos F., Müller, Eric, Hartel, Andreas, Stradmann, Yannik, Aamir, Syed Ahmed, Grübl, Andreas, Heimbrecht, Arthur, Schreiber, Korbinian, Stöckel, David, Pehle, Christian, Billaudelle, Sebastian, Kiene, Gerd, Mauch, Christian, Schemmel, Johannes, Meier, Karlheinz, Petrovici, Mihai A.

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/1811.03618

Emulating quantum computation with artificial neural networks

Authors: Pehle, Christian, Meier, Karlheinz, Oberthaler, Markus, Wetterich, Christof

Subject Terms: Quantum Physics, High Energy Physics - Theory

Access URL: http://arxiv.org/abs/1810.10335

Stochasticity from function -- why the Bayesian brain may need no noise

Authors: Dold, Dominik, Bytschok, Ilja, Kungl, Akos F., Baumbach, Andreas, Breitwieser, Oliver, Senn, Walter, Schemmel, Johannes, Meier, Karlheinz, Petrovici, Mihai A.

Source: Neural Networks 119C (2019) pp. 200-213

Subject Terms: Quantitative Biology - Neurons and Cognition, Condensed Matter - Disordered Systems and Neural Networks, Computer Science - Neural and Evolutionary Computing, Physics - Biological Physics, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1809.08045

Accelerated physical emulation of Bayesian inference in spiking neural networks

Authors: Kungl, Akos F., Schmitt, Sebastian, Klähn, Johann, Müller, Paul, Baumbach, Andreas, Dold, Dominik, Kugele, Alexander, Gürtler, Nico, Leng, Luziwei, Müller, Eric, Koke, Christoph, Kleider, Mitja, Mauch, Christian, Breitwieser, Oliver, Güttler, Maurice, Husmann, Dan, Husmann, Kai, Ilmberger, Joscha, Hartel, Andreas, Karasenko, Vitali, Grübl, Andreas, Schemmel, Johannes, Meier, Karlheinz, Petrovici, Mihai A.

Source: Frontiers in Neuroscience - Neuromorphic Engineering, 14 November 2019

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/1807.02389

An Accelerated LIF Neuronal Network Array for a Large Scale Mixed-Signal Neuromorphic Architecture

Authors: Aamir, Syed Ahmed, Stradmann, Yannik, Müller, Paul, Pehle, Christian, Hartel, Andreas, Grübl, Andreas, Schemmel, Johannes, Meier, Karlheinz

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Emerging Technologies, Physics - Biological Physics, Physics - Computational Physics

Access URL: http://arxiv.org/abs/1804.01906

A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores

Authors: Aamir, Syed Ahmed, Müller, Paul, Kiene, Gerd, Kriener, Laura, Stradmann, Yannik, Grübl, Andreas, Schemmel, Johannes, Meier, Karlheinz

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Emerging Technologies, Physics - Biological Physics

Access URL: http://arxiv.org/abs/1804.01840