Catherine D. Schuman

1. A Survey of Neuromorphic Computing and Neural Networks in Hardware
   2017/05/19 by Catherine D. Schuman, Thomas E. Potok, Schuman, Catherine D. +12 · 2 voices · 46 citations
   Engineering · Computer Science · #cs.NE
2. A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers
   2017/03/15 by Thomas E. Potok, Catherine D. Schuman, Catherine Schuman +18 · 1 voice · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.LG #cs.NE
3. NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
   2023/04/10 by Jason Yik, Korneel Van den Berghe, Yik, Jason +208 · 1 voice · 12 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
4. Random Bitstream Generation using Voltage-Controlled Magnetic Anisotropy and Spin Orbit Torque Magnetic Tunnel Junctions
   2022/11/29 by Samuel Liu, Liu, Samuel, Jaesuk Kwon +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
5. On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments
   2023/07/20 by Shruti Kulkarni, Aaron Young, Kulkarni, Shruti R. +27 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
6. Exploration of Novel Neuromorphic Methodologies for Materials Applications
   2024/05/07 by Derek Gobin, Gobin, Derek, Shay Snyder +9 · 2 citations
   Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences
7. Transductive Spiking Graph Neural Networks for Loihi
   2024/04/25 by Shay Snyder, Victoria Clerico, Snyder, Shay +11 · 1 citation
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Photoreceptor and optogenetics research
8. 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)
9. Energy-Efficient Cryogenic Neuromorphic Network with Superconducting Memristor
   2025/01/13 by Md Mazharul Islam, Julia Steed, Islam, Md Mazharul +7 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Semiconductor Detectors and Materials #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Neural Networks and Applications
10. 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
11. Encoding Integers and Rationals on Neuromorphic Computers using Virtual Neuron
    2022/08/15 by Prasanna Date, Shruti Kulkarni, Date, Prasanna +9 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #B.2 #B.6 #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)