Reconfigurable halide perovskite nanocrystal memristors for neuromorphic computing RA John, Y Demirağ, Y Shynkarenko, Y Berezovska, N Ohannessian, ...
Nature communications 13 (1), 2074, 2022
112 2022 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
30 2021 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
23 2020 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
20 2021 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
15 2018 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
11 2023 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
7 2019 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
6 2022 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
4 2023 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
3 2024 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, ...
2 2023 Multiphysics modeling of based synaptic devices for brain inspired computing Y Demirağ
Bilkent University, 2018
2 2018 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
2 2017 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
1 2024 Modeling Electrical Resistance Drift with Ultrafast Saturation of OTS Selectors Y Demirağ, E Özbay, Y Leblebici
arXiv preprint arXiv:2102.07264, 2021
1 2021 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