Emre Neftci
University of California, Irvine
H-index: 29
North America-United States
Top articles of Emre Neftci
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming | arXiv preprint arXiv:2403.06712 | Zhenming Yu Ming-Jay Yang Jan Finkbeiner Sebastian Siegel John Paul Strachan | 2024/3/11 |
Integration of physics-derived memristor models with machine learning frameworks | arXiv preprint arXiv:2403.06746 | Zhenming Yu Stephan Menzel John Paul Strachan Emre Neftci | 2024/3/11 |
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models | Proceedings of the AAAI Conference on Artificial Intelligence | Jan Finkbeiner Thomas Gmeinder Mark Pupilli Alexander Titterton Emre Neftci | 2024/3/24 |
Error-triggered learning of multi-layer memristive spiking neural networks | 2024/1/4 | ||
Understanding and improving optimization in predictive coding networks | Proceedings of the AAAI Conference on Artificial Intelligence | Nicholas Alonso Jeffrey Krichmar Emre Neftci | 2024/3/24 |
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing | Kenneth Stewart Michael Neumeier Sumit Bam Shrestha Garrick Orchard Emre Neftci | 2024/3/18 | |
A Hybrid SNN-ANN Network for Event-based Object Detection with Spatial and Temporal Attention | arXiv preprint arXiv:2403.10173 | Soikat Hasan Ahmed Jan Finkbeiner Emre Neftci | 2024/3/15 |
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware | arXiv preprint arXiv:2301.08281 | Fernando M Quintana Fernando Perez-Peña Pedro L Galindo Emre O Neftci Elisabetta Chicca | 2023/1/19 |
Interfacing neuromorphic hardware with machine learning frameworks-a review | Jamie Lohoff Zhenming Yu Jan Finkbeiner Anil Kaya Kenneth Stewart | 2023/8/1 | |
Online transformers with spiking neurons for fast prosthetic hand control | Nathan Leroux Jan Finkbeiner Emre Neftci | 2023/10/19 | |
Finding new bio-plausible Learning Rules using Deep Reinforcement Learning | Jamie Lohoff Emre Neftci | 2023 | |
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking | arXiv preprint arXiv:2304.04640 | Jason Yik Soikat Hasan Ahmed Zergham Ahmed Brian Anderson Andreas G Andreou | 2023/4/10 |
Low-Power Traffic Surveillance using Multiple RGB and Event Cameras: A Survey | Tobias Fleck Svetlana Pavlitska Sven Nitzsche Brian Pachideh Federico Peccia | 2023/9/24 | |
Bio-inspired sequence learning mechanisms and their implementation in a memristive neuromorphic hardware | Younes Bouhadjar Sebastian Siegel Markus Diesmann Rainer Waser Emre Neftci | 2023 | |
Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization | Neural Networks | Jinwei Xing Takashi Nagata Xinyun Zou Emre Neftci Jeffrey L Krichmar | 2023/4/1 |
Training spiking neural networks using lessons from deep learning | Proceedings of the IEEE | Jason K Eshraghian Max Ward Emre O Neftci Xinxin Wang Gregor Lenz | 2023/9/6 |
Building and benchmarking the motivated deception corpus: Improving the quality of deceptive text through gaming | Behavior Research Methods | Dan Barsever Mark Steyvers Emre Neftci | 2023/12 |
Attractor states in spiking neural networks | John P Strachan Emre Neftci Younes Bouhadjar Michael Schiek | 2023 | |
: Accelerating event-based workloads with hyperdimensional computing and spiking neural networks | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Tianqi Zhang Justing Morris Kenneth Stewart Hin Wai Lui Behnam Khaleghi | 2023/3/31 |
Focus issue on machine learning for neuromorphic engineering | Neuromorphic Computing and Engineering | Melika Payvand Emre Neftci Friedemann Zenke | 2023/9/1 |
Co-Authors
