المؤلفون: Demirag, Yigit

المصدر: Demirag, Yigit. Analog Alchemy: Neural Computation with In-Memory Inference, Learning and Routing. 2024, University of Zurich, Faculty of Science

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing, Computer Science - Artificial Intelligence, Computer Science - Emerging Technologies

URL الوصول: http://arxiv.org/abs/2412.20848

المؤلفون: DAgostino, Simone, Moro, Filippo, Torchet, Tristan, Demirag, Yigit, Grenouillet, Laurent, Indiveri, Giacomo, Vianello, Elisa, Payvand, Melika

مصطلحات موضوعية: Computer Science - Emerging Technologies, Electrical Engineering and Systems Science - Signal Processing

URL الوصول: http://arxiv.org/abs/2312.08960

المؤلفون: Payvand, Melika, D'Agostino, Simone, Moro, Filippo, Demirag, Yigit, Indiveri, Giacomo, Vianello, Elisa

مصطلحات موضوعية: Computer Science - Emerging Technologies, Electrical Engineering and Systems Science - Signal Processing

URL الوصول: http://arxiv.org/abs/2305.06941

المؤلفون: Yik, Jason, Berghe, Korneel Van den, Blanken, Douwe den, Bouhadjar, Younes, Fabre, Maxime, Hueber, Paul, Ke, Weijie, Khoei, Mina A, Kleyko, Denis, Pacik-Nelson, Noah, Pierro, Alessandro, Stratmann, Philipp, Sun, Pao-Sheng Vincent, Tang, Guangzhi, Wang, Shenqi, Zhou, Biyan, Ahmed, Soikat Hasan, Joseph, George Vathakkattil, Leto, Benedetto, Micheli, Aurora, Mishra, Anurag Kumar, Lenz, Gregor, Sun, Tao, Ahmed, Zergham, Akl, Mahmoud, Anderson, Brian, Andreou, Andreas G., Bartolozzi, Chiara, Basu, Arindam, Bogdan, Petrut, Bohte, Sander, Buckley, Sonia, Cauwenberghs, Gert, Chicca, Elisabetta, Corradi, Federico, de Croon, Guido, Danielescu, Andreea, Daram, Anurag, Davies, Mike, Demirag, Yigit, Eshraghian, Jason, Fischer, Tobias, Forest, Jeremy, Fra, Vittorio, Furber, Steve, Furlong, P. Michael, Gilpin, William, Gilra, Aditya, Gonzalez, Hector A., Indiveri, Giacomo, Joshi, Siddharth, Karia, Vedant, Khacef, Lyes, Knight, James C., Kriener, Laura, Kubendran, Rajkumar, Kudithipudi, Dhireesha, Liu, Shih-Chii, Liu, Yao-Hong, Ma, Haoyuan, Manohar, Rajit, Margarit-Taulé, Josep Maria, Mayr, Christian, Michmizos, Konstantinos, Muir, Dylan R., Neftci, Emre, Nowotny, Thomas, Ottati, Fabrizio, Ozcelikkale, Ayca, Panda, Priyadarshini, Park, Jongkil, Payvand, Melika, Pehle, Christian, Petrovici, Mihai A., Posch, Christoph, Renner, Alpha, Sandamirskaya, Yulia, Schaefer, Clemens JS, van Schaik, André, Schemmel, Johannes, Schmidgall, Samuel, Schuman, Catherine, Seo, Jae-sun, Sheik, Sadique, Shrestha, Sumit Bam, Sifalakis, Manolis, Sironi, Amos, Stewart, Kenneth, Stewart, Matthew, Stewart, Terrence C., Timcheck, Jonathan, Tömen, Nergis, Urgese, Gianvito, Verhelst, Marian, Vineyard, Craig M., Vogginger, Bernhard, Yousefzadeh, Amirreza, Zohora, Fatima Tuz, Frenkel, Charlotte, Reddi, Vijay Janapa

مصطلحات موضوعية: Computer Science - Artificial Intelligence

URL الوصول: http://arxiv.org/abs/2304.04640

المؤلفون: Demirag, Yigit, Frenkel, Charlotte, Payvand, Melika, Indiveri, Giacomo

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing, Computer Science - Emerging Technologies

URL الوصول: http://arxiv.org/abs/2108.01804

المؤلفون: Demirağ, Yiğit, Özbay, Ekmel, Leblebici, Yusuf

مصطلحات موضوعية: Physics - Applied Physics

URL الوصول: http://arxiv.org/abs/2102.07264

المؤلفون: Demirag, Yigit, Moro, Filippo, Dalgaty, Thomas, Navarro, Gabriele, Frenkel, Charlotte, Indiveri, Giacomo, Vianello, Elisa, Payvand, Melika

مصطلحات موضوعية: Computer Science - Emerging Technologies

URL الوصول: http://arxiv.org/abs/2102.07260

المؤلفون: Dalgaty, Thomas, Moro, Filippo, Demirağ, Yiğit, De Pra, Alessio, Indiveri, Giacomo, id_orcid:0 000-0002-7109-1689, Vianello, Elisa, Payvand, Melika

المصدر: Nature Communications, 15 (1)

مصطلحات موضوعية: Electrical and electronic engineering, Information technology

وصف الملف: application/application/pdf

Relation: info:eu-repo/semantics/altIdentifier/wos/001158425400052; http://hdl.handle.net/20.500.11850/651409

الاتاحة: https://hdl.handle.net/20.500.11850/651409
https://doi.org/10.3929/ethz-b-000651409

المؤلفون: D'Agostino, Simone, Moro, Filippo, Torchet, Tristan, Demirağ, Yiğit, Grenouillet, Laurent, Castellani, Niccolò, Indiveri, Giacomo, id_orcid:0 000-0002-7109-1689, Vianello, Elisa, Payvand, Melika

المصدر: Nature Communications, 15 (1)

وصف الملف: application/application/pdf

Relation: info:eu-repo/semantics/altIdentifier/wos/001217093700015; http://hdl.handle.net/20.500.11850/671442

الاتاحة: https://hdl.handle.net/20.500.11850/671442
https://doi.org/10.3929/ethz-b-000671442

المؤلفون: D’Agostino, Simone, Moro, Filippo, Torchet, Tristan, Demirağ, Yiğit, Grenouillet, Laurent, Castellani, Niccolò, Indiveri, Giacomo, Vianello, Elisa, Payvand, Melika

المصدر: Nature Communications ; volume 15, issue 1 ; ISSN 2041-1723

الاتاحة: https://doi.org/10.1038/s41467-024-48315-z
https://www.nature.com/articles/s41467-024-48315-z.pdf
https://www.nature.com/articles/s41467-024-48315-z

المؤلفون: D’Agostino, Simone, Moro, Filippo, Torchet, Tristan, Demirağ, Yiğit, Grenouillet, Laurent, Castellani, Niccolò, Indiveri, Giacomo, Vianello, Elisa, Payvand, Melika

المصدر: Nature Communications ; volume 15, issue 1 ; ISSN 2041-1723

الاتاحة: http://dx.doi.org/10.1038/s41467-024-47764-w
https://www.nature.com/articles/s41467-024-47764-w.pdf
https://www.nature.com/articles/s41467-024-47764-w

المؤلفون: Yik, Jason, Van den Berghe, Korneel, den Blanken, Douwe, Bouhadjar, Younes, Fabre, Maxime, Hueber, Paul, Kleyko, Denis, Pacik-Nelson, Noah, Sun, Pao-Sheng Vincent, Tang, Guangzhi, Wang, Shenqi, Zhou, Biyan, Hasan Ahmed, Soikat, Vathakkattil Joseph, George, Leto, Benedetto, Micheli, Aurora, Mishra, Anurag Kumar, Lenz, Gregor, Sun, Tao, Ahmed, Zergham, Akl, Mahmoud, Anderson, Brian, Andreou, Andreas G., Bartolozzi, Chiara, Basu, Arindam, Bogdan, Petrut, Bohte, Sander, Buckley, Sonia, Cauwenberghs, Gert, Chicca, Elisabetta, Corradi, Federico, de Croon, Guido, Danielescu, Andreea, Daram, Anurag, Davies, Mike, Demirag, Yigit, Eshraghian, Jason, Fischer, Tobias, Forest, Jeremy, Fra, Vittorio, Furber, Steve, Furlong, P. Michael, Gilpin, William, Gilra, Aditya, Gonzalez, Hector A., Indiveri, Giacomo, Joshi, Siddharth, Karia, Vedant, Khacef, Lyes, Knight, James C., Kriener, Laura, Kubendran, Rajkumar, Kudithipudi, Dhireesha, Liu, Yao-Hong, Liu, Shih-Chii, Ma, Haoyuan, Manohar, Rajit, Margarit-Taulé, Josep Maria, Mayr, Christian, Michmizos, Konstantinos, Muir, Dylan, Neftci, Emre, Nowotny, Thomas, Ottati, Fabrizio, Ozcelikkale, Ayca, Panda, Priyadarshini, Park, Jongkil, Payvand, Melika, Pehle, Christian, Petrovici, Mihai A., Pierro, Alessandro, Posch, Christoph, Renner, Alpha, Sandamirskaya, Yulia, Schaefer, Clemens J.S., van Schaik, André, Schemmel, Johannes, Schmidgall, Samuel, Schuman, Catherine, Seo, Jae-sun, Sheik, Sadique, Bam Shrestha, Sumit, Sifalakis, Manolis, Sironi, Amos, Stewart, Matthew, Stewart, Kenneth, Stewart, Terrence C., Stratmann, Philipp, Timcheck, Jonathan, Tömen, Nergis, Urgese, Gianvito, Verhelst, Marian, Vineyard, Craig M., Vogginger, Bernhard, Yousefzadeh, Amirreza, Tuz Zohora, Fatima, Frenkel, Charlotte, Janapa Reddi, Vijay

المصدر: Yik , J , Van den Berghe , K , den Blanken , D , Bouhadjar , Y , Fabre , M , Hueber , P , Kleyko , D , Pacik-Nelson , N , Sun , P-S V , Tang , G , Wang , S , Zhou , B , Hasan Ahmed , S , Vathakkattil Joseph , G , Leto , B , Micheli , A , Mishra , A K , Lenz , G , Sun , T , Ahmed , Z , Akl , M , Anderson , B , Andreou , A G ....

مصطلحات موضوعية: Computer Science - Artificial Intelligence

وصف الملف: application/pdf

الاتاحة: https://research.tue.nl/en/publications/bc0dd3c3-fb43-41e4-9320-9ae35ad445a6
https://doi.org/10.48550/arXiv.2304.04640
https://pure.tue.nl/ws/files/329695432/2304.04640v3.pdf

المؤلفون: Demirag, Yigit, Dittmann, Regina, Indiveri, Giacomo, Neftci, Emre O

المصدر: Demirag, Yigit; Dittmann, Regina; Indiveri, Giacomo; Neftci, Emre O (2023). Overcoming phase-change material non-idealities by meta-learning for adaptation on the edge. In: Neuromorphic Materials, Devices, Circuits and Systems, València, Spain, 23 January 2023 - 25 January 2023, Fundació Scito.

مصطلحات موضوعية: Institute of Neuroinformatics, 610 Medicine & health, 570 Life sciences, biology

وصف الملف: application/pdf

Relation: https://www.zora.uzh.ch/id/eprint/254205/1/NeuMatDeCas_23_2.pdf

الاتاحة: https://www.zora.uzh.ch/id/eprint/254205/
https://www.zora.uzh.ch/id/eprint/254205/1/NeuMatDeCas_23_2.pdf
https://doi.org/10.5167/uzh-254205
https://doi.org/10.29363/nanoge.neumatdecas.2023.043

المؤلفون: Bohnstingl, Thomas, Surina, Anja, Fabre, Maxime, Demirag, Yigit, Frenkel, Charlotte, Payvand, Melika, Indiveri, Giacomo, Pantazi, Angeliki

المصدر: Bohnstingl, Thomas; Surina, Anja; Fabre, Maxime; Demirag, Yigit; Frenkel, Charlotte; Payvand, Melika; Indiveri, Giacomo; Pantazi, Angeliki (2022). Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware. In: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Incheon, Korea, Republic of, 13 June 2022 - 15 June 2022, IEEE.

مصطلحات موضوعية: Institute of Neuroinformatics, 570 Life sciences, biology

وصف الملف: application/pdf

Relation: https://www.zora.uzh.ch/id/eprint/231298/1/Biologically_inspired_training_for_neural_networks_with_neuromorphic_hardware.pdf

الاتاحة: https://www.zora.uzh.ch/id/eprint/231298/
https://www.zora.uzh.ch/id/eprint/231298/1/Biologically_inspired_training_for_neural_networks_with_neuromorphic_hardware.pdf
https://doi.org/10.5167/uzh-231298
https://doi.org/10.1109/aicas54282.2022.9869963

المؤلفون: D'Agostino, Simone, Moro, Filippo, Torchet, Tristan, Demirağ, Yiğit, Grenouillet, Laurent, Indiveri, Giacomo, id_orcid:0 000-0002-7109-1689, Vianello, Elisa, Payvand, Melika

المصدر: arXiv

مصطلحات موضوعية: Emerging Technologies (cs.ET), Signal Processing (eess.SP), FOS: Computer and information sciences, FOS: Electrical engineering, electronic engineering, information engineering

وصف الملف: application/application/pdf

Relation: info:eu-repo/semantics/altIdentifier/arxiv/2312.08960; http://hdl.handle.net/20.500.11850/655682

الاتاحة: https://hdl.handle.net/20.500.11850/655682
https://doi.org/10.3929/ethz-b-000655682

المؤلفون: Raghunathan, Karthik Charan, Demirağ, Yiğit, Neftci, Emre, Payvand, Melika

المصدر: 2024 Neuro Inspired Computational Elements Conference (NICE)

مصطلحات موضوعية: meta-learning, few-shot learning, small-world architecture, neuromorphic computing, spiking neural networks, memristor, MAML

Relation: info:eu-repo/semantics/altIdentifier/isbn/979-8-3503-9058-2; info:eu-repo/semantics/altIdentifier/isbn/979-8-3503-9059-9; info:eu-repo/semantics/altIdentifier/wos/001253426500011; http://hdl.handle.net/20.500.11850/686872

الاتاحة: https://hdl.handle.net/20.500.11850/686872

المؤلفون: John, Rohit Abraham, Demirağ, Yiğit, Shynkarenko, Yevhen, Berezovska, Yuliia, Ohannessian, Natacha, Payvand, Melika, Zeng, Peng, Bodnarchuk, Maryna I, Krumeich, Frank, Kara, Gökhan, Shorubalko, Ivan, Nair, Manu V, Cooke, Graham A, Lippert, Thomas, Indiveri, Giacomo, Kovalenko, Maksym V

المصدر: John, Rohit Abraham; Demirağ, Yiğit; Shynkarenko, Yevhen; Berezovska, Yuliia; Ohannessian, Natacha; Payvand, Melika; Zeng, Peng; Bodnarchuk, Maryna I; Krumeich, Frank; Kara, Gökhan; Shorubalko, Ivan; Nair, Manu V; Cooke, Graham A; Lippert, Thomas; Indiveri, Giacomo; Kovalenko, Maksym V (2022). Reconfigurable halide perovskite nanocrystal memristors for neuromorphic computing. Nature Communications, 13(1):2074.

مصطلحات موضوعية: Institute of Neuroinformatics, 570 Life sciences, biology, General Physics and Astronomy, General Biochemistry, Genetics and Molecular Biology, General Chemistry, Multidisciplinary

وصف الملف: application/pdf

Relation: https://www.zora.uzh.ch/id/eprint/231290/1/ZORA_s41467_022_29727_1.pdf; info:pmid/35440122; urn:issn:2041-1723

الاتاحة: https://www.zora.uzh.ch/id/eprint/231290/
https://www.zora.uzh.ch/id/eprint/231290/1/ZORA_s41467_022_29727_1.pdf

المؤلفون: Payvand, Melika, Demirag, Yigit, Dalgaty, Thomas, Vianello, Elisa, Indiveri, Giacomo

المصدر: Payvand, Melika; Demirag, Yigit; Dalgaty, Thomas; Vianello, Elisa; Indiveri, Giacomo (2020). Analog Weight Updates with Compliance Current Modulation of Binary ReRAMs for On-Chip Learning. In: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Seville, Spain, 10 October 2020 - 21 October 2020, IEEE.

مصطلحات موضوعية: Institute of Neuroinformatics, 570 Life sciences, biology

وصف الملف: application/pdf

Relation: https://www.zora.uzh.ch/id/eprint/200400/1/2020_ISCAS_ICC_%283%29.pdf; urn:isbn:9781728133201

الاتاحة: https://www.zora.uzh.ch/id/eprint/200400/
https://www.zora.uzh.ch/id/eprint/200400/1/2020_ISCAS_ICC_%283%29.pdf
https://doi.org/10.5167/uzh-200400
https://doi.org/10.1109/iscas45731.2020.9180808

المؤلفون: Demirag, Yigit, Butun, Bayram, Ozbay, Ekmel

Relation: https://aperta.ulakbim.gov.tr/record/51137; oai:zenodo.org:51137

الاتاحة: https://aperta.ulakbim.gov.tr/record/51137

المؤلفون: Hajian, Hodjat, Serebryannikov, Andriy E., Ghobadi, Amir, Demirag, Yigit, Butun, Bayram, Vandenbosch, Guy A. E., Ozbay, Ekmel

المصدر: Scientific Reports ; volume 8, issue 1 ; ISSN 2045-2322

الاتاحة: http://dx.doi.org/10.1038/s41598-018-31049-6
https://www.nature.com/articles/s41598-018-31049-6.pdf
https://www.nature.com/articles/s41598-018-31049-6