Karlheinz Meier

Orcid: 0000-0001-7587-3808

Affiliations:
  • Heidelberg University, Germany


According to our database1, Karlheinz Meier authored at least 79 papers between 1996 and 2024.

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Bibliography

2024
Emulating insect brains for neuromorphic navigation.
CoRR, 2024

2022
Cortical oscillations support sampling-based computations in spiking neural networks.
PLoS Comput. Biol., 2022

2021
Structural plasticity on an accelerated analog neuromorphic hardware system.
Neural Networks, 2021

Fast and energy-efficient neuromorphic deep learning with first-spike times.
Nat. Mach. Intell., 2021

2020
Criticality or Supersymmetry Breaking?
Symmetry, 2020

Closed-loop experiments on the BrainScaleS-2 architecture.
Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020

Fast and deep neuromorphic learning with first-spike coding.
Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020



2019
Stochasticity from function - Why the Bayesian brain may need no noise.
Neural Networks, 2019

Fast and deep neuromorphic learning with time-to-first-spike coding.
CoRR, 2019

Control of criticality and computation in spiking neuromorphic networks with plasticity.
CoRR, 2019

Neuromorphic Hardware learns to learn.
CoRR, 2019

2018
An Accelerated LIF Neuronal Network Array for a Large-Scale Mixed-Signal Neuromorphic Architecture.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores.
IEEE Trans. Biomed. Circuits Syst., 2018

A Basic Phase Diagram of Neuronal Dynamics.
Neural Comput., 2018

Demonstrating Advantages of Neuromorphic Computation: A Pilot Study.
CoRR, 2018

Generative models on accelerated neuromorphic hardware.
CoRR, 2018

A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores.
CoRR, 2018

Full Wafer Redistribution and Wafer Embedding as Key Technologies for a Multi-Scale Neuromorphic Hardware Cluster.
CoRR, 2018

2017
Demonstrating Hybrid Learning in a Flexible Neuromorphic Hardware System.
IEEE Trans. Biomed. Circuits Syst., 2017

Spiking neurons with short-term synaptic plasticity form superior generative networks.
CoRR, 2017

Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System.
CoRR, 2017

Pattern representation and recognition with accelerated analog neuromorphic systems.
CoRR, 2017



An accelerated analog neuromorphic hardware system emulating NMDA- and calcium-based non-linear dendrites.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Robustness from structure: Inference with hierarchical spiking networks on analog neuromorphic hardware.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

From LIF to AdEx neuron models: Accelerated analog 65 nm CMOS implementation.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

Invited Talk: Neuromorphic Computing Principles, Achievements, and Potentials.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Stochastic inference with spiking neurons in the high-conductance state.
CoRR, 2016

The high-conductance state enables neural sampling in networks of LIF neurons.
CoRR, 2016

Why don't airplanes flap their wings? Or: How much neurobiology do we need in future computers?.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

A highly tunable 65-nm CMOS LIF neuron for a large scale neuromorphic system.
Proceedings of the ESSCIRC Conference 2016: 42<sup>nd</sup> European Solid-State Circuits Conference, 2016

2015
Probabilistic inference in discrete spaces can be implemented into networks of LIF neurons.
Frontiers Comput. Neurosci., 2015

2014
Bridging the gap between software simulation and emulation on neuromorphic hardware: An investigation of causes, effects and compensation of network-level anomalies in a mixed-signal waferscale neuromorphic modeling platform.
CoRR, 2014

2013
Stochastic inference with deterministic spiking neurons.
CoRR, 2013

Neuromorphic learning towards nano second precision.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

An analog dynamic memory array for neuromorphic hardware.
Proceedings of the 21st European Conference on Circuit Theory and Design, 2013

2012
Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Towards biologically realistic multi-compartment neuron model emulation in analog VLSI.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

How to Simulate the Brain without a Computer.
Proceedings of the Biologically Inspired Cognitive Architectures 2012 - Proceedings of the Third Annual Meeting of the BICA Society, Palermo, Sicily, Italy, October 31, 2012

2011
Introducing the Human Brain Project.
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems.
Biol. Cybern., 2011

2010
Compensating Inhomogeneities of Neuromorphic VLSI Devices Via Short-Term Synaptic Plasticity.
Frontiers Comput. Neurosci., 2010

A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron Model.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

A wafer-scale neuromorphic hardware system for large-scale neural modeling.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Simulator-like exploration of cortical network architectures with a mixed-signal VLSI system.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Live demonstration: Simulator-like exploration of cortical network architectures with a mixed-signal VLSI system.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
Establishing a novel modeling tool: a python-based interface for a neuromorphic hardware system.
Frontiers Neuroinformatics, 2009

A QoS network architecture to interconnect large-scale VLSI neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2009

High-conductance states on a neuromorphic hardware system.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
Wafer-scale integration of analog neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2008

Realizing biological spiking network models in a configurable wafer-scale hardware system.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Spike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation and Renewal Theories.
Neural Comput., 2007

Interconnecting VLSI Spiking Neural Networks Using Isochronous Connections.
Proceedings of the Computational and Ambient Intelligence, 2007

A Software Framework for Tuning the Dynamics of Neuromorphic Silicon Towards Biology.
Proceedings of the Computational and Ambient Intelligence, 2007

Modeling Synaptic Plasticity within Networks of Highly Accelerated I&F Neurons.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006
Implementing Synaptic Plasticity in a VLSI Spiking Neural Network Model.
Proceedings of the International Joint Conference on Neural Networks, 2006

Training convolutional networks of threshold neurons suited for low-power hardware implementation.
Proceedings of the International Joint Conference on Neural Networks, 2006

A Convolutional Neural Network Tolerant of Synaptic Faults for Low-Power Analog Hardware.
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006

A Modular Framework for the Evolution of Circuits on Configurable Transistor Array Architectures.
Proceedings of the First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 2006

2005
Operational Amplifiers: An Example for Multi-objective Optimization on an Analog Evolvable Hardware Platform.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2005

2004
Edge of Chaos Computation in Mixed-Mode VLSI - A Hard Liquid.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

On the Evolution of Analog Electronic Circuits Using Building Blocks on a CMOS FPTA.
Proceedings of the Genetic and Evolutionary Computation, 2004

New Genetic Operators to Facilitate Understanding of Evolved Transistor Circuits.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

Intrinsic Evolution of Digital-to-Analog Converters Using a CMOS FPTA Chip.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

2003
Speeding up Hardware Evolution: A Coprocessor for Evolutionary Algorithms.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003

2002
Exploring The Parameter Space Of A Genetic Algorithm For Training An Analog Neural Network.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Towards an Artificial Neural Network Framework.
Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002

Intrinsic Evolution of Quasi DC Solutions for Transistor Level Analog Electronic Circuits Using a CMOS FPTA Chip.
Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002

2001
A self-calibrating single-chip CMOS camera with logarithmic response.
IEEE J. Solid State Circuits, 2001

An interactive tactile graphics display.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

A VLSI Implementation of an Analog Neural Network Suited for Genetic Algorithms.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

Initial Studies of a New VLSI Field Programmable Transistor Array.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

A Cmos Fpta Chip For Intrinsic Hardware Evolution Of Analog Electronic Circuits.
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

2000
A digitally temperature-compensated crystal oscillator.
IEEE J. Solid State Circuits, 2000

Towards a Silicon Primordial Soup: A Fast Approach to Hardware Evolution with a VLSI Transistor Array.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2000

1996
Entwicklung einer Kamera mit adaptiven Photorezeptoren in analoger CMOS-Technologie.
Proceedings of the Mustererkennung 1996, 1996


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