Johannes Leugering

According to our database, Johannes Leugering authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Energy-efficiency Limits on Training AI Systems using Learning-in-Memory.

Zihao Chen, Johannes Leugering, Gert Cauwenberghs, Shantanu Chakrabartty

CoRR, 2024

Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling.

Ali Safa, Vikrant Jaltare, Samira Sebt, Kameron Gano, Johannes Leugering, Georges G. E. Gielen, Gert Cauwenberghs

CoRR, 2024

2023

An Efficient Data Structure for Sparse Bit-Vectors with Applications in Neuromorphic Computing.

Prafull Purohit, Johannes Leugering, Rajit Manohar

Proceedings of the 28th IEEE International Symposium on Asynchronous Circuits and Systems, 2023

2022

Modeling and analyzing neuromorphic SNNs as discrete event systems.

Johannes Leugering

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

2021

Neural mechanisms of information processing and transmission.

Johannes Leugering

PhD thesis, 2021

SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper.

Patrick Aichroth, Christoph Antes, Pierre Gembatzka, Holger Graf, David S. Johnson, Matthias Jung, Thomas Kämpfe, Thomas Kleinberger, Thomas Köllmer, Thomas Kuhn, Christoph Kutter, Jens Krüger, Dominik Marek Loroch, Hanna M. Lukashevich, Nellie Laleni, Lei Zhang, Johannes Leugering, Rodrigo Martín Fernández, Loreto Mateu, Shaown Mojumder, Benjamin Prautsch, Ferdinand Pscheidl, Karsten Roscher, Sören Schneickert, Frank Vanselow, Paul Wallbott, Oliver Walter, Nico Weber

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021

2020

Making spiking neurons more succinct with multi-compartment models.

Johannes Leugering

Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020

2019

Bistable Perception in Conceptor Networks.

Felix Meyer zu Driehausen, Rüdiger Busche, Johannes Leugering, Gordon Pipa

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

A Unifying Framework of Synaptic and Intrinsic Plasticity in Neural Populations.

Johannes Leugering, Gordon Pipa

Neural Comput., 2018

2017

Neuromorphic computation in multi-delay coupled models.

Pascal Nieters, Johannes Leugering, Gordon Pipa

IBM J. Res. Dev., 2017