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Publication	Type	Year
Ultra-Efficient Neuromorphic Algorithm Acceleration Enabled by Resistive Memory (ReRAM) Crossbars Energy Consequences of Information Workshop Matthew Marinella, Sapan Agarwal, Robin B Jacobs-Gedrim, David Russell Hughart, Isaac Richter, Alexander W Hsia, Elliot James Fuller, Albert Alec Talin, Ronald S. Goeke, Steven J. Plimpton, Conrad D. James https://www.osti.gov/search/identifier:1641228	Conference Paper – 2019 Conference Paper	2019
Ultra-Efficient Neuromorphic Algorithm Acceleration Enabled by Resistive Memory (ReRAM) Crossbars Energy Consequences of Information Workshop Matthew Marinella, Sapan Agarwal, Robin B Jacobs-Gedrim, David Russell Hughart, Isaac Richter, Alexander W Hsia, Elliot James Fuller, Albert Alec Talin, Ronald S. Goeke, Steven J. Plimpton, Conrad D. James https://www.osti.gov/search/identifier:1641227	Conference Paper – 2019 Conference Paper	2019
Nanoionics for Neuromorphic Computing 21st International Conference on Solid State Ionics Matthew Marinella, Sapan Agarwal, Robin B Jacobs-Gedrim, Alexander W Hsia, David Russell Hughart, Elliot James Fuller, Steven J. Plimpton, Ronald S. Goeke, Albert Alec Talin, Conrad D. James	Abstract – 2019 Abstract	2019
Ultra-Efficient Neural Algorithm Accelerator Using Processing With Memory 5th Neuro Inspired Computational Elements Workshop Matthew Marinella, Sapan Agarwal, Robin B Jacobs-Gedrim, Alexander W Hsia, David Russell Hughart, Isaac Richter, Elliot James Fuller, Steven J. Plimpton, Albert Alec Talin, Conrad D. James https://www.osti.gov/search/identifier:1641230	Conference Paper – 2019 Conference Paper	2019
Ultra-Efficient Neural Algorithm Accelerator Using Processing With Memory (Poster) 5th Neuro Inspired Computational Elements Workshop Matthew Marinella, Sapan Agarwal, Robin B Jacobs-Gedrim, Alexander W Hsia, David Russell Hughart, Isaac Richter, Elliot James Fuller, Steven J. Plimpton, Albert Alec Talin, Conrad D. James https://www.osti.gov/search/identifier:1641229	Conference Paper – 2019 Conference Paper	2019
Energy Efficient Neuromorphic Algorithm Acceleration Enabled by Resistive Memory (ReRAM) Crossbars Microelectronics Reliability & Qualification Working Meeting Matthew Marinella, Sapan Agarwal, Robin B Jacobs-Gedrim, David Russell Hughart, Isaac Richter, Alexander W Hsia, Elliot James Fuller, Albert Alec Talin, Ronald S. Goeke, Steven J. Plimpton, Conrad D. James https://www.osti.gov/search/identifier:1583083	Conference Paper – 2018 Conference Paper	2018
Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator IEEE Journal of Emerging Topics in Circuits and Systems (JETCAS) Matthew Marinella, Sapan Agarwal, Alexander W Hsia, Isaac (U Rochester) Richter, Robin B Jacobs-Gedrim, John Niroula, Steven J. Plimpton, Engin (U Rochester) Ipek, Conrad D. James	Journal Article – 2018 Journal Article	2018
Designing an Analog Crossbar based Neuromorphic Accelerator Fifth Berkeley Symposium on Energy Efficient Electronic Systems & Steep Transistors Workshop Sapan Agarwal, Alexander W Hsia, Robin B Jacobs-Gedrim, David Russell Hughart, Steven J. Plimpton, Conrad D. James, Matthew Marinella https://www.osti.gov/search/identifier:1479183	Conference Paper – 2017 Conference Paper	2017
Designing an Analog Crossbar based Neuromorphic Accelerator Fifth Berkeley Symposium on Energy Efficient Electronic Systems & Steep Transistors Workshop Sapan Agarwal, Alexander W Hsia, Robin B Jacobs-Gedrim, David Russell Hughart, Steven J. Plimpton, Conrad D. James, Matthew Marinella https://www.osti.gov/search/identifier:1510608	Conference Paper – 2017 Conference Paper	2017
Nanoionics for Neuromorphic Computing 21st International Conference on Solid State Ionics Matthew Marinella, Sapan Agarwal, Robin B Jacobs-Gedrim, Alexander W Hsia, David Russell Hughart, Elliot James Fuller, Steven J. Plimpton, Ronald S. Goeke, Albert Alec Talin, Conrad D. James	Abstract – 2017 Abstract	2017
Achieving Ideal Accuracies in Analog Neuromorphic Computing Using Periodic Carry 2017 Symposia on VLSI Circuits and Technlology Sapan Agarwal, Robin B Jacobs-Gedrim, Alexander W Hsia, David Russell Hughart, Elliot James Fuller, Albert Alec Talin, Conrad D. James, Steven J. Plimpton, Matthew Marinella https://www.osti.gov/search/identifier:1458091	Conference Paper – 2017 Conference Paper	2017
Achieving Ideal Accuracies in Analog Neuromorphic Computing Using Periodic Carry 2017 Symposia on VLSI Technology and Circuits Sapan Agarwal, Robin B Jacobs-Gedrim, Alexander W Hsia, David Russell Hughart, Elliot James Fuller, Albert Alec Talin, Conrad D. James, Steven J. Plimpton, Matthew Marinella https://www.osti.gov/search/identifier:1457999	Conference Paper – 2017 Conference Paper	2017
Neural machine learning algorithms and hardware for image analysis and data science applications 2016 International Conference on Brain Informatics and Health, International Workshop on Neuromorphic Computing and Algorithms Conrad D. James, William Mark Severa, Timothy J. Draelos, James Bradley Aimone, Craig Michael Vineyard, Sapan Agarwal, Alexander W Hsia, David Russell Hughart, Patrick Sean Finnegan, Robin B Jacobs-Gedrim, Elliot James Fuller, Albert Alec Talin, Matthew Marinella, Richard Schiek, Steven J. Plimpton https://www.osti.gov/search/identifier:1398356	Conference Paper – 2016 Conference Paper	2016
Resistive Memory Device Requirements for a Neural Algorithm Accelerator IEEE World Congress on Computational Intelligence Sapan Agarwal, Steven J. Plimpton, David Russell Hughart, Alexander W Hsia, Isaac Richter, Jonathan A. Cox, Conrad D. James, Matthew Marinella https://www.osti.gov/search/identifier:1373218	Conference Paper – 2016 Conference Paper	2016
Neuromorphic Algorithm Acceleration with Resistive Memory NanoCrossbars IRDS Emerging Research Devices and Architectures NanoCrossbar Workshop Matthew Marinella, Sapan Agarwal, Elliot James Fuller, Albert Alec Talin, Farid El Gabaly Marquez, Robin B Jacobs-Gedrim, David Russell Hughart, Ronald S. Goeke, Alexander W Hsia, Richard Schiek, Steven J. Plimpton, Conrad D. James https://www.osti.gov/search/identifier:1373226	Presentation (non-conference) – 2016 Presentation (non-conference)	2016
Device to System Modeling Framework to Enable a 10 fJ per Instruction Neuromorphic Computer Neuromorphic ComputingArchitectures, Models, Applications Matthew Marinella, Sapan Agarwal, Albert Alec Talin, Frederick B. McCormick, Steven J. Plimpton, Farid El Gabaly Marquez, Elliot James Fuller, Robin B Jacobs-Gedrim, David Russell Hughart, Ronald S. Goeke, Alexander W Hsia https://www.osti.gov/search/identifier:1372152	Conference Paper – 2016 Conference Paper	2016
Emerging Technologies for the Acceleration of Neuromorphic Algorithms The Ninth Workshop on Fault-Tolerant Spaceborne Computing Employing New Technologies, 2016 Matthew Marinella, Sapan Agarwal, Steven J. Plimpton, Albert Alec Talin, Farid El Gabaly Marquez, Elliot James Fuller, David Russell Hughart, Ojas D. Parekh, Erik Debenedictis, Ronald S. Goeke, Alexander W Hsia, James Bradley Aimone, Conrad D. James https://www.osti.gov/search/identifier:1505271	Conference Paper – 2016 Conference Paper	2016
Acceleration of Neural Algorithms using Nanoelectronic Resistive Memory Crossbars IEEE Rebooting Computing Symposium 4 Matthew Marinella, Sapan Agarwal, David Russell Hughart, Steven J. Plimpton, Ojas D. Parekh, Tu-Thach Quach, Erik Debenedictis, Ronald S. Goeke, Alexander W Hsia, James Bradley Aimone, Conrad D. James https://www.osti.gov/search/identifier:1365322	Conference Paper – 2016 Conference Paper	2016
Multiscale Modeling of a ReRAM Based Neuromorphic Accelerator Iccad Matthew Marinella, Sapan Agarwal, Alexander W Hsia, David Russell Hughart, Robin B Jacobs-Gedrim, Richard Schiek, Steven J. Plimpton, Conrad D. James	Abstract – 2016 Abstract	2016
Resistive Memory Device Requirements for a Neural Algorithm Accelerator International Joint Conference on Neural Networks Sapan Agarwal, Steven J. Plimpton, David Russell Hughart, Alexander W Hsia, Isaac Richter, Jonathan Albert Cox, Conrad D. James, Matthew Marinella https://www.osti.gov/search/identifier:1365097	Conference Paper – 2016 Conference Paper	2016
Acceleration of Neural Algorithms using Nanoelectronic Resistive Memory Crossbars Neuro Inspired Computational Elements Sapan Agarwal, Steven J. Plimpton, Ojas D. Parekh, Alexander W Hsia, Tu-Thach Quach, David Russell Hughart, Isaac Richter, Erik Debenedictis, Conrad D. James, James Bradley Aimone, Matthew Marinella https://www.osti.gov/search/identifier:1346466	Conference Paper – 2016 Conference Paper	2016
Acceleration of Neural Algorithms using Nanoelectronic Resistive Memory Crossbars IEEE Rebooting Computing Symposium 4 Matthew Marinella, Sapan Agarwal, David Russell Hughart, Steven J. Plimpton, Ojas D. Parekh, Tu-Thach Quach, Erik Debenedictis, Ronald S. Goeke, Alexander W Hsia, James Bradley Aimone, Conrad D. James https://www.osti.gov/search/identifier:1336275	Conference Paper – 2015 Conference Paper	2015
Acceleration of Neural Algorithms using Nanoelectronic Resistive Memory Crossbars IEEE Rebooting Computing Symposium 4 Matthew Marinella, Sapan Agarwal, David Russell Hughart, Steven J. Plimpton, Ojas D. Parekh, Tu-Thach Quach, Erik Debenedictis, Ronald S. Goeke, Patrick Sean Finnegan, Rudeger H.T. Wilke, Denis Mamaluy, Harold P. Hjalmarson, Brian David Tierney, Alexander W Hsia, James Bradley Aimone, Conrad D. James	Abstract – 2015 Abstract	2015
Resistive Memory for Neuromorphic Algorithm Acceleration Neural Inspired Computing Elements Matthew Marinella, Sapan Agarwal, David Russell Hughart, Patrick R. Mickel, Alexander W Hsia, Steven J. Plimpton, Seth Decker, Roger Apodaca, James Bradley Aimone, Conrad D. James, Timothy J. Draelos	Abstract – 2015 Abstract	2015
Resistive Memory for Neuromorphic Algorithm Acceleration Neural Inspired Computing Elements Matthew Marinella, Sapan Agarwal, David Russell Hughart, Patrick R. Mickel, Alexander W Hsia, Steven J. Plimpton, Seth Decker, Roger Apodaca, James Bradley Aimone, Conrad D. James, Timothy J. Draelos https://www.osti.gov/search/identifier:1240257	Conference Paper – 2015 Conference Paper	2015
Document Title	Type	Year

Publications

Ultra-Efficient Neuromorphic Algorithm Acceleration Enabled by Resistive Memory (ReRAM) Crossbars

Ultra-Efficient Neuromorphic Algorithm Acceleration Enabled by Resistive Memory (ReRAM) Crossbars

Nanoionics for Neuromorphic Computing

Ultra-Efficient Neural Algorithm Accelerator Using Processing With Memory

Ultra-Efficient Neural Algorithm Accelerator Using Processing With Memory (Poster)

Energy Efficient Neuromorphic Algorithm Acceleration Enabled by Resistive Memory (ReRAM) Crossbars

Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator

Designing an Analog Crossbar based Neuromorphic Accelerator

Designing an Analog Crossbar based Neuromorphic Accelerator

Nanoionics for Neuromorphic Computing

Achieving Ideal Accuracies in Analog Neuromorphic Computing Using Periodic Carry

Achieving Ideal Accuracies in Analog Neuromorphic Computing Using Periodic Carry

Neural machine learning algorithms and hardware for image analysis and data science applications

Resistive Memory Device Requirements for a Neural Algorithm Accelerator

Neuromorphic Algorithm Acceleration with Resistive Memory NanoCrossbars

Device to System Modeling Framework to Enable a 10 fJ per Instruction Neuromorphic Computer

Emerging Technologies for the Acceleration of Neuromorphic Algorithms

Acceleration of Neural Algorithms using Nanoelectronic Resistive Memory Crossbars

Multiscale Modeling of a ReRAM Based Neuromorphic Accelerator

Resistive Memory Device Requirements for a Neural Algorithm Accelerator

Acceleration of Neural Algorithms using Nanoelectronic Resistive Memory Crossbars

Acceleration of Neural Algorithms using Nanoelectronic Resistive Memory Crossbars

Acceleration of Neural Algorithms using Nanoelectronic Resistive Memory Crossbars

Resistive Memory for Neuromorphic Algorithm Acceleration

Resistive Memory for Neuromorphic Algorithm Acceleration