Johannes Leugering

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Metropolis Hastings

Neural Network Training

Top Venues

IBM J. Res. Dev.

Publications

Ali Safa, Vikrant Jaltare, Samira Sebt, Kameron Gano, Johannes Leugering, Georges G. E. Gielen, Gert Cauwenberghs
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling. NICE (2024)
Zihao Chen, Zhili Xiao, Mahmoud Akl, Johannes Leugering, Omowuyi Olajide, Adil Malik, Nik Dennler, Chad Harper, Subhankar Bose, Hector A. Gonzalez, Jason Eshraghian, Riccardo Pignari, Gianvito Urgese, Andreas G. Andreou, Sadasivan Shankar, Christian Mayr, Gert Cauwenberghs, Shantanu Chakrabartty
ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers. CoRR (2024)
Ali Safa, Vikrant Jaltare, Samira Sebt, Kameron Gano, Johannes Leugering, Georges G. E. Gielen, Gert Cauwenberghs
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling. CoRR (2024)
Johannes Leugering
TickTockTokens: a minimal building block for event-driven systems. NICE (2024)
Zihao Chen, Johannes Leugering, Gert Cauwenberghs, Shantanu Chakrabartty
Energy-efficiency Limits on Training AI Systems using Learning-in-Memory. CoRR (2024)
Prafull Purohit, Johannes Leugering, Rajit Manohar
An Efficient Data Structure for Sparse Bit-Vectors with Applications in Neuromorphic Computing. ASYNC (2023)
Johannes Leugering
Modeling and analyzing neuromorphic SNNs as discrete event systems. NICE (2022)
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
SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper. SAMOS (2021)
Johannes Leugering
Making spiking neurons more succinct with multi-compartment models. NICE (2020)
Felix Meyer zu Driehausen, Rüdiger Busche, Johannes Leugering, Gordon Pipa
Bistable Perception in Conceptor Networks. ICANN (Workshop) (2019)
Johannes Leugering, Gordon Pipa
A Unifying Framework of Synaptic and Intrinsic Plasticity in Neural Populations. Neural Comput. 30 (4) (2018)
Pascal Nieters, Johannes Leugering, Gordon Pipa
Neuromorphic computation in multi-delay coupled models. IBM J. Res. Dev. 61 (2/3) (2017)