Jan Finkbeiner

20 papers A* 2C 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning to Remember, Learn, and Forget in Attention-Based Models.
CoRR
Djohan Bonnet, Jamie Lohoff, Jan Finkbeiner, Elidona Skhikerujah, Emre Neftci
2025 J jnl
Analog in-memory computing attention mechanism for fast and energy-efficient large language models.
Nat. Comput. Sci.
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2025 A* conf
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention.
CVPR
Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci
2025 J jnl
Neuromorphic principles in self-attention hardware for efficient transformers.
Nat. Comput. Sci.
Nathan Leroux, Jan Finkbeiner, Emre Neftci
2025 — conf
On-Chip Learning via Transformer In-Context Learning.
AICAS
Jan Finkbeiner, Emre Neftci
2024 J jnl
A Hybrid SNN-ANN Network for Event-based Object Detection with Spatial and Temporal Attention.
CoRR
Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci
2024 J jnl
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models.
CoRR
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2024 A* conf
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models.
AAAI
Jan Finkbeiner, Thomas Gmeinder, Mark Pupilli, Alexander Titterton, Emre Neftci
2024 J jnl
On-Chip Learning via Transformer In-Context Learning.
CoRR
Jan Finkbeiner, Emre Neftci
2024 J jnl
Optimal Gradient Checkpointing for Sparse and Recurrent Architectures using Off-Chip Memory.
CoRR
Wadjih Bencheikh, Jan Finkbeiner, Emre Neftci
2024 — conf
SNNAX - Spiking Neural Networks in JAX.
ICONS
Jamie Lohoff, Jan Finkbeiner, Emre Neftci
2024 J jnl
SNNAX - Spiking Neural Networks in JAX.
CoRR
Jamie Lohoff, Jan Finkbeiner, Emre Neftci
2024 — conf
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming.
AICAS
Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2024 J jnl
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming.
CoRR
Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2023 J jnl
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models.
CoRR
Jan Finkbeiner, Thomas Gmeinder, Mark Pupilli, Alexander Titterton, Emre Neftci
2023 — conf
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review.
ICONS
Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Anil Kaya, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci
2023 — conf
Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control.
BioCAS
Nathan Leroux, Jan Finkbeiner, Emre Neftci
2023 J jnl
Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control.
CoRR
Nathan Leroux, Jan Finkbeiner, Emre Neftci
2020 C conf
Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometrically Constrained Keypoints in Real-Time.
IV
Nils Gählert, Jun-Jun Wan, Nicolas Jourdan, Jan Finkbeiner, Uwe Franke, Joachim Denzler
2020 J jnl
Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time.
CoRR
Nils Gählert, Jun-Jun Wan, Nicolas Jourdan, Jan Finkbeiner, Uwe Franke, Joachim Denzler