Growing Patterned, Cross-linked Nanoscale Polymer Films from Organic and Inorganic Surfaces Using Ring-Opening Metathesis Polymerization
Pattison, Thomas G, Spanu, Andrea, Friz, Alexander M, Fu, Qiang, Miller, Robert D, Qiao, Greg G
Published in ACS applied materials & interfaces (22.01.2020)
Published in ACS applied materials & interfaces (22.01.2020)
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Journal Article
Optimised weight programming for analogue memory-based deep neural networks
Mackin, Charles, Rasch, Malte J., Chen, An, Timcheck, Jonathan, Bruce, Robert L., Li, Ning, Narayanan, Pritish, Ambrogio, Stefano, Le Gallo, Manuel, Nandakumar, S. R., Fasoli, Andrea, Luquin, Jose, Friz, Alexander, Sebastian, Abu, Tsai, Hsinyu, Burr, Geoffrey W.
Published in Nature communications (30.06.2022)
Published in Nature communications (30.06.2022)
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Journal Article
Toward Software-Equivalent Accuracy on Transformer-Based Deep Neural Networks With Analog Memory Devices
Spoon, Katie, Tsai, Hsinyu, Chen, An, Rasch, Malte J., Ambrogio, Stefano, Mackin, Charles, Fasoli, Andrea, Friz, Alexander M., Narayanan, Pritish, Stanisavljevic, Milos, Burr, Geoffrey W.
Published in Frontiers in computational neuroscience (05.07.2021)
Published in Frontiers in computational neuroscience (05.07.2021)
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Journal Article
Reactive Monolayers in Directed Additive Manufacturing - Area Selective Atomic Layer Deposition
Wojtecki, Rudy J., DeSilva, Anuja, Nathel, Noah Frederick Fine, Shobha, Hosadurga, Arellano, Noel, Friz, Alexander, Wallraff, Greg
Published in Journal of Photopolymer Science and Technology (25.06.2018)
Published in Journal of Photopolymer Science and Technology (25.06.2018)
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Journal Article
Simple and Versatile Methods To Integrate Directed Self-Assembly with Optical Lithography Using a Polarity-Switched Photoresist
Cheng, Joy Y, Sanders, Daniel P, Truong, Hoa D, Harrer, Stefan, Friz, Alexander, Holmes, Steven, Colburn, Matthew, Hinsberg, William D
Published in ACS nano (24.08.2010)
Published in ACS nano (24.08.2010)
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Journal Article
Surface Initiated Polymer Thin Films for the Area Selective Deposition and Etching of Metal Oxides
Pattison, Thomas G, Hess, Alexander E, Arellano, Noel, Lanzillo, Nicholas, Nguyen, Son, Bui, Holt, Rettner, Charles, Truong, Hoa, Friz, Alexander, Topuria, Teya, Fong, Anthony, Hughes, Brian, Tek, Andy T, DeSilva, Anuja, Miller, Robert D, Qiao, Greg G, Wojtecki, Rudy J
Published in ACS nano (28.04.2020)
Published in ACS nano (28.04.2020)
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Journal Article
A three-dimensional micro-electrode array for in-vitro neuronal interfacing
Spanu, Andrea, Colistra, Nicolò, Farisello, Pasqualina, Friz, Alexander, Arellano, Noel, Rettner, Charles T, Bonfiglio, Annalisa, Bozano, Luisa, Martinoia, Sergio
Published in Journal of neural engineering (03.07.2020)
Published in Journal of neural engineering (03.07.2020)
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Journal Article
Fifteen Nanometer Resolved Patterns in Selective Area Atomic Layer DepositionDefectivity Reduction by Monolayer Design
Wojtecki, Rudy, Mettry, Magi, Fine Nathel, Noah F, Friz, Alexander, De Silva, Anuja, Arellano, Noel, Shobha, Hosadurga
Published in ACS applied materials & interfaces (07.11.2018)
Published in ACS applied materials & interfaces (07.11.2018)
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Journal Article
Analog-memory-based 14nm Hardware Accelerator for Dense Deep Neural Networks including Transformers
Okazaki, Atsuya, Narayanan, Pritish, Ambrogio, Stefano, Hosokawa, Kohji, Tsai, Hsinyu, Nomura, Akiyo, Yasuda, Takeo, Mackin, Charles, Friz, Alexander, Ishii, Masatoshi, Kohda, Yasuteru, Spoon, Katie, Chen, An, Fasoli, Andrea, Rasch, Malte J., Burr, Geoffrey W.
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
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Conference Proceeding
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited)
Tsai, Hsinyu, Narayanan, Pritish, Jain, Shubham, Ambrogio, Stefano, Hosokawa, Kohji, Ishii, Masatoshi, Mackin, Charles, Chen, Ching-Tzu, Okazaki, Atsuya, Nomura, Akiyo, Boybat, Irem, Muralidhar, Ramachandran, Frank, Martin M., Yasuda, Takeo, Friz, Alexander, Kohda, Yasuteru, Chen, An, Fasoli, Andrea, Rasch, Malte J., Wozniak, Stanislaw, Luquin, Jose, Narayanan, Vijay, Burr, Geoffrey W.
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
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Conference Proceeding
Neuromorphic Computing with Phase Change, Device Reliability, and Variability Challenges
Mackin, Charles, Narayanan, Pritish, Ambrogio, Stefano, Tsai, Hsinyu, Spoon, Katie, Fasoli, Andrea, Chen, An, Friz, Alexander, Shelby, Robert M., Burr, Geoffrey W.
Published in 2020 IEEE International Reliability Physics Symposium (IRPS) (01.04.2020)
Published in 2020 IEEE International Reliability Physics Symposium (IRPS) (01.04.2020)
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Conference Proceeding
Optimization of Analog Accelerators for Deep Neural Networks Inference
Fasoli, Andrea, Ambrogio, Stefano, Narayanan, Pritish, Tsai, Hsinyu, Mackin, Charles, Spoon, Katherine, Friz, Alexander, Chen, An, Burr, Geoffrey W.
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
Published in 2020 IEEE International Symposium on Circuits and Systems (ISCAS) (01.10.2020)
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Conference Proceeding
Circuit Techniques for Efficient Acceleration of Deep Neural Network Inference with Analog-AI (Invited)
Hosokawa, Kohji, Narayanan, Pritish, Ambrogio, Stefano, Tsai, Hsinyu, Mackin, Charles, Fasoli, Andrea, Friz, Alexander, Chen, An, Luquin, Jose, Spoon, Katherine, Burr, Geoffrey W., Lewis, Scott C.
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
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Conference Proceeding
Integration of Directed Self-Assembly with 193 nm Lithography
Sanders, Daniel P., Cheng, Joy, Rettner, Charles T., Hinsberg, William D., Kim, Ho-Cheol, Trung, Hoa, Fritz, Alexander, Harrer, Steven, Holmes, Steven, Colburn, Matthew
Published in Journal of Photopolymer Science and Technology (01.01.2010)
Published in Journal of Photopolymer Science and Technology (01.01.2010)
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Journal Article
(Invited) Emerging Nonvolatile Memories for Analog Neuromorphic Computing
Chen, An, Ambrogio, Stefano, Narayanan, Pritish, Okazaki, Atsuya, Tsai, Hsinyu, Hosokawa, Kohji, Mackin, Charles, Nomura, Akiyo, Friz, Alexander, Fasoli, Andrea, Luquin, Jose, Burr, Geoffrey
Published in Meeting abstracts (Electrochemical Society) (09.08.2024)
Published in Meeting abstracts (Electrochemical Society) (09.08.2024)
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Journal Article
Area-selective deposition of metal nitride to fabricate devices
Friz, Alexander, Wojtecki, Rudy J, Arellano, Noel, Rettner, Charles Thomas, Copel, Matthew W, Farmer, Damon Brooks
Year of Publication 23.01.2024
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Year of Publication 23.01.2024
Patent
Accelerating Deep Neural Networks with Analog Memory Devices
Ambrogio, Stefano, Narayanan, Pritish, Tsai, Hsinyu, Mackin, Charles, Spoon, Katherine, Chen, An, Fasoli, Andrea, Friz, Alexander, Burr, Geoffrey W.
Published in 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (01.08.2020)
Published in 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (01.08.2020)
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Conference Proceeding
Enabling High-Performance DNN Inference Accelerators Using Non-Volatile Analog Memory (Invited)
Chen, An, Ambrogio, Stefano, Narayanan, Pritish, Tsai, Hsinyu, Mackin, Charles, Spoon, Katherine, Friz, Alexander, Fasoli, Andrea, Burr, Geoffrey W.
Published in 2020 4th IEEE Electron Devices Technology & Manufacturing Conference (EDTM) (01.04.2020)
Published in 2020 4th IEEE Electron Devices Technology & Manufacturing Conference (EDTM) (01.04.2020)
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Conference Proceeding