Jan Finkbeiner

According to our database, Jan Finkbeiner authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Analog in-memory computing attention mechanism for fast and energy-efficient large language models.

Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci

Nat. Comput. Sci., September, 2025

Neuromorphic principles in self-attention hardware for efficient transformers.

Nathan Leroux, Jan Finkbeiner, Emre Neftci

Nat. Comput. Sci., September, 2025

Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention.

Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

On-Chip Learning via Transformer In-Context Learning.

Jan Finkbeiner, Emre Neftci

Proceedings of the 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2025

2024

Optimal Gradient Checkpointing for Sparse and Recurrent Architectures using Off-Chip Memory.

Wadjih Bencheikh, Jan Finkbeiner, Emre Neftci

CoRR, 2024

A Hybrid SNN-ANN Network for Event-based Object Detection with Spatial and Temporal Attention.

Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci

CoRR, 2024

SNNAX - Spiking Neural Networks in JAX.

Jamie Lohoff, Jan Finkbeiner, Emre Neftci

Proceedings of the International Conference on Neuromorphic Systems, 2024

The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming.

Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models.

Jan Finkbeiner, Thomas Gmeinder, Mark Pupilli, Alexander Titterton, Emre Neftci

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review.

Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Anil Kaya, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control.

Nathan Leroux, Jan Finkbeiner, Emre Neftci

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2020

Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time.

Nils Gählert, Jun-Jun Wan, Nicolas Jourdan, Jan Finkbeiner, Uwe Franke, Joachim Denzler

CoRR, 2020

Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometrically Constrained Keypoints in Real-Time.

Nils Gählert, Jun-Jun Wan, Nicolas Jourdan, Jan Finkbeiner, Uwe Franke, Joachim Denzler

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020