| 2026 | ICPR | Hybrid Guided Variational Autoencoder for Visual Place Recognition. | Ni Wang, Zihan You, Emre Neftci, Thorben Schoepe |
| 2025 | CVPR | Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention. | Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci |
| 2025 | ISCAS | Gain Cell-based Analog Content Addressable Memory for Dynamic Associative Tasks in AI. | Paul-Philipp Manea, Nathan Leroux, Emre Neftci, John Paul Strachan |
| 2024 | AAAI | Understanding and Improving Optimization in Predictive Coding Networks. | Nicholas Alonso, Jeffrey L. Krichmar, Emre Neftci |
| 2024 | AAAI | Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models. | Jan Finkbeiner, Thomas Gmeinder, Mark Pupilli, Alexander Titterton, Emre Neftci |
| 2022 | ACSSC | Integration of Physics-Derived Memristor Models with Machine Learning Frameworks. | Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci |
| 2022 | DATE | HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. | Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing |
| 2022 | IJCNN | Uncertainty Aware Model Integration on Reinforcement Learning. | Takashi Nagata, Jinwei Xing, Tsutomu Kumazawa, Emre Neftci |
| 2022 | MICRO | Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. | Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das |
| 2021 | AAAI | Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation. | Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar |
| 2020 | IJCNN | Building a Better Lie Detector with BERT: The Difference Between Truth and Lies. | Dan Barsever, Sameer Singh, Emre Neftci |
| 2020 | ISCAS | Terrain Classification with a Reservoir-Based Network of Spiking Neurons. | Xinyun Zou, Tiffany Hwu, Jeffrey L. Krichmar, Emre Neftci |
| 2019 | ACSSC | Effect of Asymmetric Nonlinearity Dynamics in RRAMs on Spiking Neural Network Performance. | Mohammed E. Fouda, Emre Neftci, Ahmed M. Eltawil, Fadi J. Kurdahi |
| 2018 | IJCNN | A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. | Hirak Jyoti Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci |
| 2017 | ISCAS | Event-driven random backpropagation: Enabling neuromorphic deep learning machines. | Emre Neftci, Charles Augustine, Somnath Paul, Georgios Detorakis |
| 2016 | ICCD | Stochastic neuromorphic learning machines for weakly labeled data. | Emre Neftci |
| 2016 | IJCNN | TrueHappiness: Neuromorphic emotion recognition on TrueNorth. | Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella |
| 2016 | ISCAS | Stochastic synaptic plasticity with memristor crossbar arrays. | Rawan Naous, Maruan Al-Shedivat, Emre Neftci, Gert Cauwenberghs, Khaled Nabil Salama |
| 2016 | ISCAS | Synaptic sampling in hardware spiking neural networks. | Sadique Sheik, Somnath Paul, Charles Augustine, Chinnikrishna Kothapalli, Muhammad M. Khellah, Gert Cauwenberghs, Emre Neftci |
| 2013 | IJCNN | Neuromorphic adaptations of restricted Boltzmann machines and deep belief networks. | Bruno U. Pedroni, Srinjoy Das, Emre Neftci, Kenneth Kreutz-Delgado, Gert Cauwenberghs |
| 2012 | IJCNN | Function approximation with uncertainty propagation in a VLSI spiking neural network. | Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas |
| 2012 | ISCAS | Real-time inference in a VLSI spiking neural network. | Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas |
| 2011 | ISCAS | Systematic configuration and automatic tuning of neuromorphic systems. | Sadique Sheik, Fabio Stefanini, Emre Neftci, Elisabetta Chicca, Giacomo Indiveri |
| 2010 | ISCAS | Live demonstration: State-dependent sensory processing in networks of VLSI spiking neurons. | Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas |
| 2010 | ISCAS | State-dependent sensory processing in networks of VLSI spiking neurons. | Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas |