Discovering Low-Precision Networks Close to Full-Precision Networks for Efficient Inference
McKinstry, Jeffrey L., Esser, Steven K., Appuswamy, Rathinakumar, Bablani, Deepika, Arthur, John V., Yildiz, Izzet B., Modha, Dharmendra S.
Published in 2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS Edition (EMC2-NIPS) (01.12.2019)
Published in 2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS Edition (EMC2-NIPS) (01.12.2019)
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Conference Proceeding
A Low Power, Fully Event-Based Gesture Recognition System
Amir, Arnon, Taba, Brian, Berg, David, Melano, Timothy, McKinstry, Jeffrey, Di Nolfo, Carmelo, Nayak, Tapan, Andreopoulos, Alexander, Garreau, Guillaume, Mendoza, Marcela, Kusnitz, Jeff, Debole, Michael, Esser, Steve, Delbruck, Tobi, Flickner, Myron, Modha, Dharmendra
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
IBM NorthPole Neural Inference Machine
Modha, Dharmendra S., Akopyan, Filipp, Andreopoulos, Alexander, Appuswamy, Rathinakumar, Arthur, John V., Cassidy, Andrew S., Datta, Pallab, DeBole, Michael V., Esser, Steven K., Otero, Carlos Ortega, Sawada, Jun, Taba, Brian, Amir, Arnon, Bablani, Deepika, Carlson, Peter J., Flickner, Myron D., Gandhasri, Rajamohan, Garreau, Guillaume J., Ito, Megumi, Klamo, Jennifer L., Kusnitz, Jeffrey A., McClatchey, Nathaniel J., McKinstry, Jeffrey L., Nakamura, Yutaka, Nayak, Tapan K., Risk, William P., Schleupen, Kai, Shaw, Ben, Sivagnaname, Jay, Smith, Daniel F., Terrizzano, Ignacio, Ueda, Takanori
Published in 2023 IEEE Hot Chips 35 Symposium (HCS) (27.08.2023)
Published in 2023 IEEE Hot Chips 35 Symposium (HCS) (27.08.2023)
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Conference Proceeding
Cognitive computing building block: A versatile and efficient digital neuron model for neurosynaptic cores
Cassidy, Andrew S., Merolla, Paul, Arthur, John V., Esser, Steve K., Jackson, Bryan, Alvarez-Icaza, Rodrigo, Datta, Pallab, Sawada, Jun, Wong, Theodore M., Feldman, Vitaly, Amir, Arnon, Rubin, Daniel Ben-Dayan, Akopyan, Filipp, McQuinn, Emmett, Risk, William P., Modha, Dharmendra S.
Published in The 2013 International Joint Conference on Neural Networks (IJCNN) (01.08.2013)
Published in The 2013 International Joint Conference on Neural Networks (IJCNN) (01.08.2013)
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Conference Proceeding
A digital neurosynaptic core using embedded crossbar memory with 45pJ per spike in 45nm
Merolla, P., Arthur, J., Akopyan, F., Imam, N., Manohar, R., Modha, D. S.
Published in 2011 IEEE Custom Integrated Circuits Conference (CICC) (01.09.2011)
Published in 2011 IEEE Custom Integrated Circuits Conference (CICC) (01.09.2011)
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Conference Proceeding
Real-time sensory information processing using the TrueNorth Neurosynaptic System
Andreou, Andreas G., Dykman, Andrew A., Fischl, Kate D., Garreau, Guillaume, Mendat, Daniel R., Orchard, Garrick, Cassidy, Andrew S., Merolla, Paul, Arthur, John, Alvarez-Icaza, Rodrigo, Jackson, Bryan L., Modha, Dharmendra S.
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
A 45nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons
Seo, J., Brezzo, B., Liu, Y., Parker, B. D., Esser, S. K., Montoye, R. K., Rajendran, B., Tierno, J. A., Chang, L., Modha, D. S., Friedman, D. J.
Published in 2011 IEEE Custom Integrated Circuits Conference (CICC) (01.09.2011)
Published in 2011 IEEE Custom Integrated Circuits Conference (CICC) (01.09.2011)
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Conference Proceeding
Building block of a programmable neuromorphic substrate: A digital neurosynaptic core
Arthur, J. V., Merolla, P. A., Akopyan, F., Alvarez, R., Cassidy, A., Chandra, S., Esser, S. K., Imam, N., Risk, W., Rubin, D. B. D., Manohar, R., Modha, D. S.
Published in The 2012 International Joint Conference on Neural Networks (IJCNN) (01.06.2012)
Published in The 2012 International Joint Conference on Neural Networks (IJCNN) (01.06.2012)
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Conference Proceeding
신경망 처리
ARTHUR JOHN VERNON, DEBOLE MICHAEL VINCENT, DATTA PALLAB, CASSIDY ANDREW STEPHEN, NAYAK TAPAN KUMAR, SAWADA JUN, MODHA DHARMENDRA, APPUSWAMY RATHINAKUMAR
Year of Publication 04.05.2023
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Year of Publication 04.05.2023
Patent
메모리 요소의 그리드로부터의 신경망 가중치 분배
ARTHUR JOHN VERNON, AKOPYAN FILIPP, DATTA PALLAB, CASSIDY ANDREW STEPHEN, TABA BRIAN SEISHO, ORTEGA OTERO CARLOS, NAYAK TAPAN, SAWADA JUN, MODHA DHARMENDRA
Year of Publication 04.11.2022
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Year of Publication 04.11.2022
Patent
유연한 정밀 신경 추론 처리 유닛들
ARTHUR JOHN VERNON, DATTA PALLAB, MCKINSTRY JEFFREY, CASSIDY ANDREW STEPHEN, TABA BRIAN SEISHO, ESSER STEVE KYLE, FLICKNER MYRON, MODHA DHARMENDRA, SAWADA JUN, APPUSWAMY RATHINAKUMAR
Year of Publication 23.06.2022
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Year of Publication 23.06.2022
Patent
3D 신경 추론 처리 유닛 아키텍처들
ARTHUR JOHN, DEBOLE MICHAEL, AKOPYAN FILIPP, DATTA PALLAB, ESSER STEVE, ORTEGA OTERO CARLOS, FLICKNER MYRON, MODHA DHARMENDRA, SAWADA JUN, CASSIDY ANDREW, APPUSWAMY RATHINAKUMAR
Year of Publication 14.06.2022
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Year of Publication 14.06.2022
Patent
SyNAPSE: Jun Sawada
Sawada, Jun, Modha, Dharmendra S.
Published in 2013 13th International Conference on Application of Concurrency to System Design (01.07.2013)
Published in 2013 13th International Conference on Application of Concurrency to System Design (01.07.2013)
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Conference Proceeding
11.4 IBM NorthPole: An Architecture for Neural Network Inference with a 12nm Chip
Cassidy, Andrew S., Arthur, John V., Akopyan, Filipp, Andreopoulos, Alexander, Appuswamy, Rathinakumar, Datta, Pallab, Debole, Michael V., Esser, Steven K., Otero, Carlos Ortega, Sawada, Jun, Taba, Brian, Amir, Arnon, Bablani, Deepika, Carlson, Peter J., Flickner, Myron D., Gandhasri, Rajamohan, Garreau, Guillaume J., Ito, Megumi, Klamo, Jennifer L., Kusnitz, Jeffrey A., McClatchey, Nathaniel J., McKinstry, Jeffrey L., Nakamura, Yutaka, Nayak, Tapan K., Risk, William P., Schleupen, Kai, Shaw, Ben, Sivagnaname, Jay, Smith, Daniel F., Terrizzano, Ignacio, Ueda, Takanori, Modha, Dharmendra
Published in 2024 IEEE International Solid-State Circuits Conference (ISSCC) (18.02.2024)
Published in 2024 IEEE International Solid-State Circuits Conference (ISSCC) (18.02.2024)
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Conference Proceeding
Cognitive computing: Neuroscience, supercomputing, nanotechnology
Modha, Dharmendra S.
Published in 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC) (01.06.2011)
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Published in 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC) (01.06.2011)
Conference Proceeding