Publications
Publication | Type | Year |
---|---|---|
Subthreshold operation of SONOS analog memory to enable accurate low-power neural network inference2022 International Electron Devices Meeting (IEDM)
|
Abstract – 2022 Abstract | 2022 |
CrossSim Inference Manual v2.0 |
Report – 2022 Report | 2022 |
Achieving Accurate In-Memory Neural Network Inference with Highly Overlapping Nonvolatile Memory State DistributionsIEEE Electron Devices Technology and Manufacturing Conference 2022
|
Conference Presentation – 2022 Conference Presentation | 2022 |
Energy Efficient Deep Neural Network Processing: Digital CMOS Limits and Prospects for Analog In-Memory ComputingEnergy Consequences of Information conference
|
Conference Presentation – 2022 Conference Presentation | 2022 |
An accurate, error-tolerant and energy-efficient neural network inference engine based on SONOS analog memoryIEEE Transactions on Circuits and Systems IRegular Papers |
Journal Article – 2022 Journal Article | 2022 |
Radiation Hard Computing using SpintronicsThe 7th US Government working group on magnetic tunnel junctions (MTJs)
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Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Energy Efficient Deep Neural Network Processing2022 Energy Consequences of Information Workshop
|
Abstract – 2021 Abstract | 2021 |
Achieving Accurate In-Memory Neural Network Inference with Highly Overlapping Nonvolatile Memory State DistributionsElectron Device Tech and Manufacturing Conf, 2022
|
Abstract – 2021 Abstract | 2021 |
CrossSim: GPU-Accelerated Simulation of Analog Neural NetworksModSim 2021
|
Conference Presentation – 2021 Conference Presentation | 2021 |
Analysis and Mitigation of Parasitic Resistance Effects for Analog In-Memory Neural Network AccelerationSemiconductor Science and Technology |
Journal Article – 2021 Journal Article | 2021 |
Designing Accurate and Robust Analog Accelerators for Neural Networks and Linear AlgebraSandia & Georgia Tech WorkshopHeterogeneous Integration & Co-Design
|
Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
CrossSim: GPU-Accelerated Simulation of Analog Neural NetworksModSim2021
|
Abstract – 2021 Abstract | 2021 |
Evaluating complexity and resilience trade-offs in emerging memory inference machinesNICE Virtual Conference Proceedings |
Conference Presentation – 2021 Conference Presentation | 2021 |
Mosaic, The Best of Both Worlds: Analog devices with Digital Spiking Communication to build a Hybrid Neural Network Accelerator |
SAND Report – 2020 SAND Report | 2020 |
Energy-efficient stateful logic with magnetic domain wallsNo specific conference |
Presentation (non-conference) – 2020 Presentation (non-conference) | 2020 |
40nm embedded SONOS 8-bit analog memory capable of ultralow power inference with near-digital ImageNet accuracyInternational Electron Devices Meeting (IEDM)
|
Abstract – 2020 Abstract | 2020 |
Analog Architectures for Neural Network Acceleration Based on Non-Volatile Memory: A ReviewApplied Physics Reviews |
Journal Article – 2020 Journal Article | 2020 |
Evaluating complexity and resilience trade-offs in emerging memory inference machines2020 Neuro-Inspired Computational Elements Workshop |
Conference Paper – 2020 Conference Paper | 2020 |
Energy-efficient stateful logic with magnetic domain wallsSPIE Optics + Photonics
|
Abstract – 2020 Abstract | 2020 |
Device-aware inference operations in SONOS non-volatile memory arraysInternational Reliability Physics Symposium |
Conference Paper – 2020 Conference Paper | 2020 |
Energy and Performance Benchmarking of Domain Wall-Magnetic Tunnel Junction Logic CircuitsIEEE International Magnetics Conference
|
Abstract – 2020 Abstract | 2020 |
Energy and Performance Benchmarking of a Domain Wall-Magnetic Tunnel Junction Multibit AdderIEEE Journal of Exploratory Solid-State Computational Devices and Circuits |
Journal Article – 2019 Journal Article | 2019 |
Evaluating complexity and resilience trade-offs in emerging memory inference machinesNeuro-Inspired Computational Elements Workshop |
Conference Paper – 2019 Conference Paper | 2019 |
Device-aware inference operations in SONOS non-volatile memory arrays2020 IEEE International Reliability Physics Symposium
|
Abstract – 2019 Abstract | 2019 |
Mosaics, a technique to make neuromorphic computing scalable, adaptive and flexibleInternational Conference on Artificial Intelligence Circuits and Systems |
Conference Paper – 2019 Conference Paper | 2019 |
Document Title | Type | Year |