Neftci, Emre

10 publications

NeurIPS 2025 Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual Learning Viet Anh Khoa Tran, Emre Neftci, Willem A.M. Wybo

CVPR 2025 Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci

AAAI 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

NeurIPS 2024 Optimizing Automatic Differentiation with Deep Reinforcement Learning Jamie Lohoff, Emre Neftci

NeurIPSW 2024 Self-Supervised Pre-Training of Spiking Neural Networks by Contrasting Events and Frames Raghav Singhal, Jan Finkbeiner, Emre Neftci

AAAI 2024 Understanding and Improving Optimization in Predictive Coding Networks Nicholas Alonso, Jeffrey L. Krichmar, Emre Neftci

AAAI 2021 Domain Adaptation in Reinforcement Learning via Latent Unified State Representation Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar

NeurIPS 2019 Inherent Weight Normalization in Stochastic Neural Networks Georgios Detorakis, Sourav Dutta, Abhishek Khanna, Matthew Jerry, Suman Datta, Emre Neftci

ICLR 2015 Learning Non-Deterministic Representations with Energy-Based Ensembles Maruan Al-Shedivat, Emre Neftci, Gert Cauwenberghs

NeurIPS 2007 Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons Emre Neftci, Elisabetta Chicca, Giacomo Indiveri, Jean-jeacques Slotine, Rodney J. Douglas