Publications
Publication | Type | Year |
---|---|---|
A Neuromorphic Future for Classic Computing Tasks2021 Neuro Inspired Computational Elements Conference |
Conference Presentation – 2021 Conference Presentation | 2021 |
Learning to Solve an Inverse Problem Using Neuromorphic Data GenerationSmoky Mountains Conference
|
Abstract – 2021 Abstract | 2021 |
Scaling up Markov Chain Monte Carlo on LoihiIntel INRC Winter Meeting 2021 |
Conference Presentation – 2021 Conference Presentation | 2021 |
A roadmap for reaching the potential of brain-derived computingAdvanced Intelligent Systems |
Journal Article – 2020 Journal Article | 2020 |
Preparing for the Next Generation of Brain-Inspired AIValleyML |
Conference Presentation – 2020 Conference Presentation | 2020 |
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 |
Neuromorphic scaling advantages for energy-efficient random walk computations |
SAND Report – 2020 SAND Report | 2020 |
Truly heterogeneous HPC: Co-design to achieve what science needs from HPCSmoky Mountains Computational Sciences & Engineering Conference |
Conference Paper – 2020 Conference Paper | 2020 |
Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths32nd ACM Symposium on Parallelism in Algorithms and Architectures |
Conference Paper – 2020 Conference Paper | 2020 |
Solving a steady-state pde using spiking networks and neuromorphic hardwareInternational Conference on Neuromorphic Systems |
Conference Paper – 2020 Conference Paper | 2020 |
Solving a steady-state pde using spiking networks and neuromorphic hardwareInternational Conference on Neuromorphic Systems |
Conference Paper – 2020 Conference Paper | 2020 |
Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths32nd ACM Symposium on Parallelism in Algorithms and Architectures (SPAA 2020) |
Conference Paper – 2020 Conference Paper | 2020 |
A Neuromorphic Future for Classic Computing Problems2020 NICE Workshop
|
Abstract – 2020 Abstract | 2020 |
A Neuromorphic Future for Classic Computing TasksIntel INRC Forum |
Presentation (non-conference) – 2020 Presentation (non-conference) | 2020 |
Crossing the Cleft: Communication Challenges Between Neuroscience and Artificial IntelligenceFrontiers in Computational Neuroscience |
Journal Article – 2020 Journal Article | 2020 |
Truly heterogeneous HPC: co-design to achieve what science needs from HPCSmoky Mountains Computational Sciences & Engineering Conference
|
Abstract – 2020 Abstract | 2020 |
SEEK - Scoping neuromorphic architecture impact enabling advanced sensing capabilitiesNuclear Security Applications Research & Development (NSARD) |
Display or Poster (non-conference) – 2020 Display or Poster (non-conference) | 2020 |
Evaluating complexity and resilience trade-offs in emerging memory inference machines2020 Neuro-Inspired Computational Elements Workshop |
Conference Paper – 2020 Conference Paper | 2020 |
Leveraging Random Walks to Solve IPDEs on Spiking Neuromorphic HardwareSIAM Parallel Processing |
Conference Paper – 2020 Conference Paper | 2020 |
Solving IPDEs on Spiking Neuromorphic HardwareJoint Math Meetings |
Conference Paper – 2020 Conference Paper | 2020 |
Leveraging Random Walks and Neuromorphic Hardware to Solve Elliptical Integro-PDEsSIAM Parallel Processing
|
Abstract – 2019 Abstract | 2019 |
The Future of Computing: Integrating Scientific Computation on Neuromorphic Systems |
Report – 2019 Report | 2019 |
Evaluating complexity and resilience trade-offs in emerging memory inference machinesNeuro-Inspired Computational Elements Workshop |
Conference Paper – 2019 Conference Paper | 2019 |
Preparing for the Next Generation of AIUT San Antonio AI Summit |
Conference Paper – 2019 Conference Paper | 2019 |
Computing with SpikesSRC Decadal Planning Workshop |
Presentation (non-conference) – 2019 Presentation (non-conference) | 2019 |
Document Title | Type | Year |