Emre O. Neftci

17 papers A* 1C 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
ETLP: event-based three-factor local plasticity for online learning with neuromorphic hardware.
Neuromorph. Comput. Eng.
Fernando M. Quintana, Fernando Perez-Peña, Pedro L. Galindo, Emre O. Neftci, Elisabetta Chicca, Lyes Khacef
2023 J jnl
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware.
CoRR
Fernando M. Quintana, Fernando Perez-Peña, Pedro L. Galindo, Emre O. Neftci, Elisabetta Chicca, Lyes Khacef
2023 J jnl
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing
2023 J jnl
Training Spiking Neural Networks Using Lessons From Deep Learning.
Proc. IEEE
Jason K. Eshraghian, Max Ward, Emre O. Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu
2022 A* conf
A Theoretical Framework for Inference Learning.
NeurIPS
Nick Alonso, Beren Millidge, Jeffrey L. Krichmar, Emre O. Neftci
2022 J jnl
Meta-learning spiking neural networks with surrogate gradient descent.
Neuromorph. Comput. Eng.
Kenneth Michael Stewart, Emre O. Neftci
2021 J jnl
Brain-Inspired Learning on Neuromorphic Substrates.
Proc. IEEE
Friedemann Zenke, Emre O. Neftci
2020 J jnl
Brain-Inspired Learning on Neuromorphic Substrates.
CoRR
Friedemann Zenke, Emre O. Neftci
2020 — conf
Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays.
AICAS
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
2020 C conf
Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators.
ISCAS
Clemens J. S. Schaefer, Patrick Faley, Emre O. Neftci, Siddharth Joshi
2020 J jnl
Memory Organization for Energy-Efficient Learning and Inference in Digital Neuromorphic Accelerators.
CoRR
Clemens J. S. Schaefer, Patrick Faley, Emre O. Neftci, Siddharth Joshi
2020 J jnl
On-Chip Error-Triggered Learning of Multi-Layer Memristive Spiking Neural Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
2020 J jnl
On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks.
CoRR
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
2019 J jnl
Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays.
CoRR
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
2019 J jnl
Reinforcement learning in artificial and biological systems.
Nat. Mach. Intell.
Emre O. Neftci, Bruno B. Averbeck
2019 J jnl
Surrogate Gradient Learning in Spiking Neural Networks.
CoRR
Emre O. Neftci, Hesham Mostafa, Friedemann Zenke
2019 J jnl
Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-based optimization to spiking neural networks.
IEEE Signal Process. Mag.
Emre O. Neftci, Hesham Mostafa, Friedemann Zenke