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Yiğit Demirağ
Yiğit Demirağ
Other namesYigit Demirag
Institute of Neuroinformatics (INI), ETH Zürich AI Center, Google, Mila
Verified email at ini.ethz.ch - Homepage
Title
Cited by
Cited by
Year
Reconfigurable halide perovskite nanocrystal memristors for neuromorphic computing
RA John, Y Demirağ, Y Shynkarenko, Y Berezovska, N Ohannessian, ...
Nature communications 13 (1), 2074, 2022
1122022
PCM-trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials
Y Demirağ, F Moro, T Dalgaty, G Navarro, C Frenkel, G Indiveri, ...
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
302021
Analog weight updates with compliance current modulation of binary ReRAMs for on-chip learning
M Payvand, Y Demirag, T Dalgaty, E Vianello, G Indiveri
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
232020
Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses
Y Demirağ, C Frenkel, M Payvand, G Indiveri
arXiv preprint arXiv:2108.01804, 2021
202021
Tailoring far-infrared surface plasmon polaritons of a single-layer graphene using plasmon-phonon hybridization in graphene-LiF heterostructures
H Hajian, AE Serebryannikov, A Ghobadi, Y Demirag, B Butun, ...
Scientific Reports 8 (1), 13209, 2018
152018
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking
J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ...
arXiv preprint arXiv:2304.04640, 2023
112023
Spectrally selective ultrathin photodetectors using strong interference in nanocavity design
A Ghobadi, Y Demirag, H Hajian, A Toprak, B Butun, E Ozbay
IEEE Electron Device Letters 40 (6), 925-928, 2019
72019
Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware
T Bohnstingl, A Šurina, M Fabre, Y Demirağ, C Frenkel, M Payvand, ...
2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022
62022
Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems
T Dalgaty, F Moro, Y Demirağ, A De Pra, G Indiveri, E Vianello, ...
Nature Communications 15 (1), 142, 2024
32024
Dendritic computation through exploiting resistive memory as both delays and weights
M Payvand, S D'Agostino, F Moro, Y Demirag, G Indiveri, E Vianello
Proceedings of the 2023 International Conference on Neuromorphic Systems, 1-4, 2023
32023
The neuromorphic Mosaic: in-memory computing and routing for small-world graphical networks
T Dalgaty, F Moro, Y Demirağ, A De Pra, G Indiveri, E Vianello, ...
22023
Multiphysics modeling of based synaptic devices for brain inspired computing
Y Demirağ
Bilkent University, 2018
22018
Plasmonic enhanced terahertz time-domain spectroscopy system for identification of common explosives
Y Demirağ, B Bütün, E Özbay
Next-Generation Spectroscopic Technologies X 10210, 162-167, 2017
22017
DenRAM: neuromorphic dendritic architecture with RRAM for efficient temporal processing with delays
S D’Agostino, F Moro, T Torchet, Y Demirağ, L Grenouillet, N Castellani, ...
Nature Communications 15 (1), 3446, 2024
12024
Modeling Electrical Resistance Drift with Ultrafast Saturation of OTS Selectors
Y Demirağ, E Özbay, Y Leblebici
arXiv preprint arXiv:2102.07264, 2021
12021
Network of biologically plausible neuron models can solve motor tasks through heterogeneity
Y Demirağ, G Indiveri
Computational and Systems Neuroscience Meeting (COSYNE 2024), 2024
2024
Overcoming phase-change material non-idealities by meta-learning for adaptation on the edge
Y Demirag, R Dittmann, G Indiveri, EO Neftci
Proceedings of Neuromorphic Materials, Devices, Circuits and Systems …, 2023
2023
Synapse circuit for three-factor learning
T Dalgaty, E Vianello, G Indiveri, M Payvand, Y Demirag, M Filippo
US Patent App. 17/454,435, 2022
2022
BEOL compatible cross-bar array of ferroelectric synapses
Z Yu, L Bégon-Lours, Y Demirag, B Jan Offrein
International Conference on Neuromorphic Systems (ICONS), 2021
2021
Synapse Circuit for Three-Factor Learning
T Dalgathy, E Vianello, G Indiveri, M Payvand, Y Demirag, F Moro
EP Patent 20306366.4, 2021
2021
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