Emre Neftci - Publications, H-index & Citations

Emre Neftci

rwth aachen university

27H指数

153论文数

4.9K被引数

收录论文 31

发表时间

Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators 基于内存计算的大语言模型加速器的Softmax近似算法的算法-硬件影响

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

IF3.8

2026-02-06

OAAI

Jan Finkbeiner; Sebastian Siegel; Chirag Sudarshan; Yuankang Zhao; John Paul Strachan; Emre Neftci

Zero-shot Temporal Resolution Domain Adaptation for Spiking Neural Networks

Neural Networks

IF6.3

2025-12-20

OAAI

Sanja Karilanova; Maxime Fabre; Emre Neftci; Ayça Özçelikkale

Neuromorphic principles in self-attention hardware for efficient transformers 用于高效Transformer的自注意力硬件中的神经形态原理

Nature Computational Science

IF18.3

2025-09-16

PREAI

Nathan Leroux; Jan Finkbeiner; Emre Neftci

Analog in-memory computing attention mechanism for fast and energy-efficient large language models 用于快速且能效优化的模拟内存计算注意力机制的大型语言模型

Nature Computational Science

IF18.3

2025-09-08

OAAI

Nathan Leroux; Paul-Philipp Manea; Chirag Sudarshan; Jan Finkbeiner; Sebastian Siegel; John Paul Strachan; Emre Neftci

Guest Editorial: Special Issue on Advancing Machine Intelligence With Neuromorphic Computing 客座社论: 关于通过神经形态计算推进机器智能的特刊

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

IF4.9

2024-10-01

PREAI

Li, Guoqi; Neftci, Emre; Xiao, Rong; Lanillos, Pablo; Roy, Kaushik

ETLP: event-based three-factor local plasticity for online learning with neuromorphic hardware

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2024-08-02

OAAI

Quintana, Fernando M.; Perez-Pena, Fernando; Galindo, Pedro L.; Neftci, Emre O.; Chicca, Elisabetta; Khacef, Lyes

Design principles for lifelong learning AI accelerators

NATURE ELECTRONICS

IF40.9

2023-11-16

PREAI

Kudithipudi, Dhireesha; Daram, Anurag; Zyarah, Abdullah M.; Zohora, Fatima Tuz; Aimone, James B.; Yanguas-Gil, Angel; Soures, Nicholas; Neftci, Emre; Mattina, Matthew; Lomonaco, Vincenzo; Thiem, Clare D.; Epstein, Benjamin

Training Spiking Neural Networks Using Lessons From Deep Learning 使用深度学习的经验教训训练尖峰神经网络

PROCEEDINGS OF THE IEEE

IF25.9

2023-09-01

118

OAAI

Eshraghian, Jason K.; Ward, Max; Neftci, Emre O.; Wang, Xinxin; Lenz, Gregor; Dwivedi, Girish; Bennamoun, Mohammed; Jeong, Doo Seok; Lu, Wei D.

A 22-pJ/spike 73-Mspikes/s 130k-compartment neural array transceiver with conductance-based synaptic and membrane dynamics

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-08-28

OAAI

Park, Jongkil; Ha, Sohmyung; Yu, Theodore; Neftci, Emre; Cauwenberghs, Gert

Editorial: Focus issue on machine learning for neuromorphic engineering

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2023-08-17

OAAI

Payvand, Melika; Neftci, Emre; Zenke, Friedemann

Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization

NEURAL NETWORKS

IF6.3

2023-04-01

OAAI

Xing, Jinwei; Nagata, Takashi; Zou, Xinyun; Neftci, Emre; Krichmar, Jeffrey L.

Meta-learning spiking neural networks with surrogate gradient descent

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2022-09-30

OAAI

Stewart, Kenneth M.; Neftci, Emre O.

Editorial: Neuro-inspired computing for next-gen AI: Computing model, architectures and learning algorithms

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-07-25

OAAI

Pantazi, Angeliki; Rajendran, Bipin; Simeone, Osvaldo; Neftci, Emre

2022 roadmap on neuromorphic computing and engineering 神经形态计算与工程2022路线图

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2022-05-20

369

OAAI

Christensen, Dennis, V; Dittmann, Regina; Linares-Barranco, Bernabe; Sebastian, Abu; Le Gallo, Manuel; Redaelli, Andrea; Slesazeck, Stefan; Mikolajick, Thomas; Spiga, Sabina; Menzel, Stephan; Valov, Ilia; Milano, Gianluca; Ricciardi, Carlo; Liang, Shi-Jun; Miao, Feng; Lanza, Mario; Quill, Tyler J.; Keene, Scott T.; Salleo, Alberto; Grollier, Julie; Markovic, Danijela; Mizrahi, Alice; Yao, Peng; Yang, J. Joshua; Indiveri, Giacomo; Strachan, John Paul; Datta, Suman; Vianello, Elisa; Valentian, Alexandre; Feldmann, Johannes; Li, Xuan; Pernice, Wolfram H. P.; Bhaskaran, Harish; Furber, Steve; Neftci, Emre; Scherr, Franz; Maass, Wolfgang; Ramaswamy, Srikanth; Tapson, Jonathan; Panda, Priyadarshini; Kim, Youngeun; Tanaka, Gouhei; Thorpe, Simon; Bartolozzi, Chiara; Cleland, Thomas A.; Posch, Christoph; Liu, Shihchii; Panuccio, Gabriella; Mahmud, Mufti; Mazumder, Arnab Neelim; Hosseini, Morteza; Mohsenin, Tinoosh; Donati, Elisa; Tolu, Silvia; Galeazzi, Roberto; Christensen, Martin Ejsing; Holm, Sune; Ielmini, Daniele; Pryds, N.

Neural sampling machine with stochastic synapse allows brain-like learning and inference

NATURE COMMUNICATIONS

IF15.7

2022-05-11

OAAI

Dutta, Sourav; Detorakis, Georgios; Khanna, Abhishek; Grisafe, Benjamin; Neftci, Emre; Datta, Suman

Brain-Inspired Learning on Neuromorphic Substrates

PROCEEDINGS OF THE IEEE

IF25.9

2021-05-01

OAAI

Zenke, Friedemann; Neftci, Emre O.

Visualizing a joint future of neuroscience and neuromorphic engineering

NEURON

IF15

2021-02-01

OAAI

Zenke, Friedemann; Bohte, Sander M.; Clopath, Claudia; Comsa, Iulia M.; Goltz, Julian; Maass, Wolfgang; Masquelier, Timothee; Naud, Richard; Neftci, Emre O.; Petrovici, Mihai A.; Scherr, Franz; Goodman, Dan F. M.

On-Chip Error-Triggered Learning of Multi-Layer Memristive Spiking Neural Networks

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2020-12-01

OAAI

Payvand, Melika; Fouda, Mohammed E.; Kurdahi, Fadi; Eltawil, Ahmed M.; Neftci, Emre O.

Online Few-Shot Gesture Learning on a Neuromorphic Processor

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2020-12-01

OAAI

Stewart, Kenneth; Orchard, Garrick; Shrestha, Sumit Bam; Neftci, Emre