Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity
Pedretti, G, Milo, V, Ambrogio, S, Carboni, R, Bianchi, S, Calderoni, A, Ramaswamy, N, Spinelli, A S, Ielmini, D
Published in Scientific reports (13.07.2017)
Published in Scientific reports (13.07.2017)
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Journal Article
Spike-timing dependent plasticity in a transistor-selected resistive switching memory
Ambrogio, S, Balatti, S, Nardi, F, Facchinetti, S, Ielmini, D
Published in Nanotechnology (27.09.2013)
Published in Nanotechnology (27.09.2013)
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Fully On-Chip MAC at 14 nm Enabled by Accurate Row-Wise Programming of PCM-Based Weights and Parallel Vector-Transport in Duration-Format
Narayanan, P., Ambrogio, S., Okazaki, A., Hosokawa, K., Tsai, H., Nomura, A., Yasuda, T., Mackin, C., Lewis, S. C., Friz, A., Ishii, M., Kohda, Y., Mori, H., Spoon, K., Khaddam-Aljameh, R., Saulnier, N., Bergendahl, M., Demarest, J., Brew, K. W., Chan, V., Choi, S., Ok, I., Ahsan, I., Lie, F. L., Haensch, W., Narayanan, V., Burr, G. W.
Published in IEEE transactions on electron devices (01.12.2021)
Published in IEEE transactions on electron devices (01.12.2021)
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A standard test phantom for the performance assessment of magnetic resonance guided high intensity focused ultrasound (MRgHIFU) thermal therapy devices
Ambrogio, S., Baêsso, R. M., Bosio, F., Fedele, F., Ramnarine, K. V., Zeqiri, B., Miloro, P.
Published in International journal of hyperthermia (31.12.2022)
Published in International journal of hyperthermia (31.12.2022)
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Journal Article
Publisher Correction: Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity
Pedretti, G, Milo, V, Ambrogio, S, Carboni, R, Bianchi, S, Calderoni, A, Ramaswamy, N, Spinelli, A S, Ielmini, D
Published in Scientific reports (18.06.2018)
Published in Scientific reports (18.06.2018)
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Journal Article
An intravenous insulin protocol for strict glycemic control in acute ischaemic stroke
Ntaios, G., Egli, M., Arsovska, A., Joye, D., Bettex, Y., Lauber, E., Eskandari, A., D`Ambrogio, S., Richoz, B., Ruiz, J., Michel, P.
Published in European journal of neurology (01.03.2012)
Published in European journal of neurology (01.03.2012)
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Phase Change Memory-based Hardware Accelerators for Deep Neural Networks (invited)
Burr, Geoffrey W., Narayanan, P., Ambrogio, S., Okazaki, A., Tsai, H., Hosokawa, K., Mackin, C., Nomura, A., Yasuda, T., Demarest, J., Brew, K. W., Chan, V., Choi, S., Gordon, T., Levin, T. M., Friz, A., Ishii, M., Kohda, Y., Chen, A., Fasoli, A., Luquin, J., Saulnier, N., Teehan, S., Ahsan, I., Narayanan, V.
Published in 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) (11.06.2023)
Published in 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) (11.06.2023)
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Conference Proceeding
Mushroom-Type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigation
Bruce, R.L., Sarwat, S. Ghazi, Boybat, I., Cheng, C.-W., Kim, W., Nandakumar, S.R., Mackin, C., Philip, T., Liu, Z., Brew, K., Gong, N., Ok, I., Adusumilli, P., Spoon, K., Ambrogio, S., Kersting, B., Bohnstingl, T., Gallo, M. Le, Simon, A., Li, N., Saraf, I., Han, J.-P., Gignac, L., Papalia, J.M., Yamashita, T., Saulnier, N., Burr, G. W., Tsai, H., Sebastian, A., Narayanan, V., BrightSky, M.
Published in 2021 IEEE International Reliability Physics Symposium (IRPS) (01.03.2021)
Published in 2021 IEEE International Reliability Physics Symposium (IRPS) (01.03.2021)
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Conference Proceeding
Reducing the Impact of Phase-Change Memory Conductance Drift on the Inference of large-scale Hardware Neural Networks
Ambrogio, S., Kumar, A., Chen, A., Burr, G. W., Gallot, M., Spoon, K., Tsai, H., Mackin, C., Wesson, M., Kariyappa, S., Narayanan, P., Liu, C.-C.
Published in 2019 IEEE International Electron Devices Meeting (IEDM) (01.12.2019)
Published in 2019 IEEE International Electron Devices Meeting (IEDM) (01.12.2019)
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Conference Proceeding
A BPMN extension to support discrete-event simulation for healthcare applications: an explicit representation of queues, attributes and data-driven decision points
Onggo, B. S. S., Proudlove, N. C., D'Ambrogio, S. A., Calabrese, A., Bisogno, Stefania, Levialdi Ghiron, N.
Published in The Journal of the Operational Research Society (04.05.2018)
Published in The Journal of the Operational Research Society (04.05.2018)
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Journal Article
In-Memory Compute Chips with Carbon-based Projected Phase-Change Memory Devices
Syed, G. S., Brew, K., Vasilopoulos, A., Jonnalagadda, V. P., Kersting, B., Philip, T., Bragaglia, V., Ambrogio, S., Buchel, J., Giannopoulos, J., Gallo, M. Le, Cheng, C.-W., BrightSky, M., Narayanan, V., Saulnier, N., Sebastian, A.
Published in 2023 International Electron Devices Meeting (IEDM) (09.12.2023)
Published in 2023 International Electron Devices Meeting (IEDM) (09.12.2023)
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Conference Proceeding
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
Burr, G. W., Tsai, H., Simon, W., Boybat, I., Ambrogio, S., Ho, C.-E., Liou, Z.-W., Rasch, M., Buchel, J., Narayanan, P., Gordon, T., Jain, S., Levin, T. M., Hosokawa, K., Le Gallo, M., Smith, H., Ishii, M., Kohda, Y., Chen, A., Mackin, C., Fasoli, A., ElMaghraoui, K., Muralidhar, R., Okazaki, A., Chen, C. -T., Frank, M. M., Lammie, C., Vasilopoulos, A., Friz, A. M., Luquin, J., Teehan, S., Ahsan, I., Sebastian, A., Narayanan, V.
Published in 2023 International Electron Devices Meeting (IEDM) (09.12.2023)
Published in 2023 International Electron Devices Meeting (IEDM) (09.12.2023)
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Conference Proceeding
Neuromorphic computing with hybrid memristive/CMOS synapses for real-time learning
Ielmini, D., Ambrogio, S., Milo, V., Balatti, S., Wang, Z.-Q
Published in 2016 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2016)
Published in 2016 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2016)
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Conference Proceeding
Journal Article
Understanding switching variability and random telegraph noise in resistive RAM
Ambrogio, S., Balatti, S., Cubeta, A., Calderoni, A., Ramaswamy, N., Ielmini, D.
Published in 2013 IEEE International Electron Devices Meeting (01.12.2013)
Published in 2013 IEEE International Electron Devices Meeting (01.12.2013)
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Conference Proceeding
Journal Article
Inference of Long-Short Term Memory networks at software-equivalent accuracy using 2.5M analog Phase Change Memory devices
Tsai, H., Ambrogio, S., Mackin, C., Narayanan, P., Shelby, R. M., Rocki, K., Chen, A., Burr, G. W.
Published in 2019 Symposium on VLSI Technology (01.06.2019)
Published in 2019 Symposium on VLSI Technology (01.06.2019)
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Conference Proceeding
Pulsed cycling operation and endurance failure of metal-oxide resistive (RRAM)
Balatti, S., Ambrogio, S., Wang, Z.-Q, Sills, S., Calderoni, A., Ramaswamy, N., Ielmini, D.
Published in 2014 IEEE International Electron Devices Meeting (01.12.2014)
Published in 2014 IEEE International Electron Devices Meeting (01.12.2014)
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Conference Proceeding
Scaling of oxide-based resistive switching devices
Ielmini, D., Ambrogio, S., Balatti, S.
Published in 2014 14th Annual Non-Volatile Memory Technology Symposium (NVMTS) (01.10.2014)
Published in 2014 14th Annual Non-Volatile Memory Technology Symposium (NVMTS) (01.10.2014)
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Conference Proceeding
Confined PCM-based Analog Synaptic Devices offering Low Resistance-drift and 1000 Programmable States for Deep Learning
Kim, W., Bruce, R.L., Masuda, T., Fraczak, G.W., Gong, N., Adusumilli, P., Ambrogio, S., Tsai, H., Bruley, J., Han, J.-P., Longstreet, M., Carta, F., Suu, K., BrightSky, M.
Published in 2019 Symposium on VLSI Technology (01.06.2019)
Published in 2019 Symposium on VLSI Technology (01.06.2019)
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Conference Proceeding
Cycling-induced degradation of metal-oxide resistive switching memory (RRAM)
Wang, Z.-Q, Ambrogio, S., Balatti, S., Sills, S., Calderoni, A., Ramaswamy, N., Ielmini, D.
Published in 2015 IEEE International Electron Devices Meeting (IEDM) (01.12.2015)
Published in 2015 IEEE International Electron Devices Meeting (IEDM) (01.12.2015)
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