Neuromorphic Computing Publications

Publications in Neuromorphic Computing

Explore the most influential research papers and scholarly works that have shaped Neuromorphic Computing. Use the concept filter below to focus on a specific sub-area of research.

Neuromorphic Computing

1.6K

Publications

118.6K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Loihi: A Neuromorphic Manycore Processor with On-Chip Learning Mike Davies, Narayan Srinivasa, Tsung-Han Lin, IEEE Micro EngineeringLocally Competitive AlgorithmComputer ArchitectureNeurochipSocial Sciences	2018	3.5K
Training and operation of an integrated neuromorphic network based on metal-oxide memristors M. Prezioso, Farshad Merrikh‐Bayat, Brian D. Hoskins, Nature Electrical EngineeringEngineeringComputational NeuroscienceNeurocomputersComputer Engineering	2015	2.9K
Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing Zhongrui Wang, Saumil Joshi, Sergey Savel’ev, Nature Materials EngineeringNeurophysiologyComputational NeuroscienceUnconventional ComputingComputer Engineering	2016	2.2K
Neuromorphic electronic systems Carver Mead Proceedings of the IEEE Neuromorphic Electronic SystemsEngineeringAnalog DesignAnalog VerificationAdaptive Computing	1990	2.2K
Neuromorphic Silicon Neuron Circuits Giacomo Indiveri, B. Linares-Barranco, Tara Julia Hamilton, Frontiers in Neuroscience Fire ModelsElectrical EngineeringEngineeringComputational NeuroscienceSilicon Neurons	2011	1.8K
A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing Yoeri van de Burgt, Ewout Lubberman, Elliot J. Fuller, Nature Materials EngineeringComputational NeuroscienceBioelectronicsLow-voltage Artificial SynapseUnconventional Computing	2017	1.7K
Photonics for artificial intelligence and neuromorphic computing Nature Photonics Artificial IntelligencePhotonicsEngineeringQuantum ComputingPhysics	2021	1.5K
Photonics for artificial intelligence and neuromorphic computing Thomas Ferreira de Lima Oxford University Research Archive (ORA) (University of Oxford) Artificial IntelligencePhotonicsEngineeringQuantum ComputingPhysics	2021	1.4K
Neuromorphic computing with nanoscale spintronic oscillators Jacob Torrejón, Mathieu Riou, Flavio Abreu Araujo, Nature SpintronicsEngineeringPhysicsComputational NeuroscienceApplied Physics	2017	1.3K
Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks Emre Neftci, Hesham Mostafa, Friedemann Zenke IEEE Signal Processing Magazine EngineeringGradient-based OptimizationNeurochipSocial SciencesNeurodynamics	2019	1.3K
Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations Ben Varkey Benjamin, Peiran Gao, Emmett McQuinn, Proceedings of the IEEE Electronic CircuitsEngineeringDirect Numerical SimulationComputational NeuroscienceNeuromorphic Systems	2014	1.2K
Neuro-Inspired Computing With Emerging Nonvolatile Memorys Shimeng Yu Proceedings of the IEEE Electrical EngineeringEmerging Nonvolatile MemorysEngineeringNeuromorphic HardwareComputational Neuroscience	2018	1.1K

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