James B. Aimone
- Neurogenesis deep learning: Extending deep networks to accommodate new classes
2016/12/12 by Timothy J. Draelos, Nadine E. Miner, Christopher C. Lamb +7 · 1 voice · 8 citations
Neuroscience · Engineering · #Neurogenesis and neuroplasticity mechanisms #Advanced Memory and Neural Computing #Neuroscience and Neuropharmacology Research
- Random Bitstream Generation using Voltage-Controlled Magnetic Anisotropy and Spin Orbit Torque Magnetic Tunnel Junctions
2022/11/29 by Samuel Liu, Jaesuk Kwon, Liu, Samuel +15 · 3 citations
Computer Science · #Chaos-based Image/Signal Encryption #Computational Physics and Python Applications #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Neural Networks and Applications
- NeuroFEM Notebook
2024/01/01 by Bradley H. Theilman, Theilman, Bradley H., James B. Aimone +1 · 1 voice · 3 citations
Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Manufacturing Process and Optimization #Neural Networks and Applications #cs.AI #cs.LG #cs.NE #math.NA
- Neuromorphic Computing: A Theoretical Framework for Time, Space, and Energy Scaling
2025/07/23 by James B Aimone, James B. Aimone, Aimone, James B · 2 voices · 2 citations
Engineering · #Advanced Memory and Neural Computing #cs.AR #cs.DC #cs.NE
- Solving a steady-state PDE using spiking networks and neuromorphic\n hardware
2020/05/21 by J. Darby Smith, Smith, J. Darby, William Severa +13 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computational Engineering #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Finance #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #and Science (cs.CE)
- Design Principles for Lifelong Learning AI Accelerators
2023/10/05 by Dhireesha Kudithipudi, Anurag Daram, Kudithipudi, Dhireesha +21 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- AI-Guided Codesign Framework for Novel Material and Device Design applied to MTJ-based True Random Number Generators
2024/11/01 by Karan Patel, Patel, Karan P., Andrew Maicke +15 · 1 citation
Engineering · #3D IC and TSV technologies #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Modular Robots and Swarm Intelligence #Neural and Evolutionary Computing (cs.NE)
- Magnetic Tunnel Junction Random Number Generators Applied to Dynamically Tuned Probability Trees Driven by Spin Orbit Torque
2023/11/27 by Andrew Maicke, Maicke, Andrew, Jared Arzate +17 · 1 citation
Engineering · Physics and Astronomy · #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Magnetic properties of thin films #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum and electron transport phenomena