Circuit Techniques for Online Learning of Memristive Synapses in CMOS-Memristor Neuromorphic Systems. - Sagarvarma Sayyaparaju; Gangotree Chakma; Sherif Amer; Garrett S. Rose (ACM Great Lakes Symposium on VLSI, 2017)

A practical hafnium-oxide memristor model suitable for circuit design and simulation. - Sherif Amer; Sagarvarma Sayyaparaju; Garrett S. Rose; Karsten Beckmann; Nathaniel C. Cady (ISCAS, 2017)

A mixed-signal approach to memristive neuromorphic system design. - Gangotree Chakma; Sagarvarma Sayyaparaju; Ryan Weiss; Garrett S. Rose (MWSCAS, 2017)

A bi-memristor synapse with spike-timing-dependent plasticity for on-chip learning in memristive neuromorphic systems. - Sagarvarma Sayyaparaju; Sherif Amer; Garrett S. Rose (ISQED, 2018)

A Mixed-Mode Neuron with On-chip Tunability for Generic Use in Memristive Neuromorphic Systems. - Sagarvarma Sayyaparaju; Ryan Weiss; Garrett S. Rose (ISVLSI, 2018)

A Twin Memristor Synapse for Spike Timing Dependent Learning in Neuromorphic Systems. - Md Musabbir Adnan; Sagarvarma Sayyaparaju; Garrett S. Rose; Catherine D. Schuman; Bon Woong Ku; Sung Kyu Lim (SoCC, 2018)

A Scan Register Based Access Scheme for Multilevel Non-Volatile Memristor Memory. - Md Musabbir Adnan; Sherif Amer; Sagarvarma Sayyaparaju; Md Sakib Hasan; Garrett S. Rose (ICECS, 2019)

Fabrication and Performance of Hybrid ReRAM-CMOS Circuit Elements for Dynamic Neural Networks. - Maximilian Liehr; Jubin Hazra; Karsten Beckmann; Wilkie Olin-Ammentorp; Nathaniel C. Cady; Ryan Weiss; Sagarvarma Sayyaparaju; Garrett S. Rose; Joseph Van Nostrand (ICONS, 2019)

Circuit Techniques for Efficient Implementation of Memristor Based Reservoir Computing. - Sagarvarma Sayyaparaju; Mst Shamim Ara Shawkat; Md Musabbir Adnan; Garrett S. Rose (ISCAS, 2020)

Device-aware Circuit Design for Robust Memristive Neuromorphic Systems with STDP-based Learning. - Sagarvarma Sayyaparaju; Md Musabbir Adnan; Sherif Amer; Garrett S. Rose (ACM J. Emerg. Technol. Comput. Syst., 2020)

Design of a Robust Memristive Spiking Neuromorphic System with Unsupervised Learning in Hardware. - Md Musabbir Adnan; Sagarvarma Sayyaparaju; Samuel D. Brown; Mst Shamim Ara Shawkat; Catherine D. Schuman; Garrett S. Rose (ACM J. Emerg. Technol. Comput. Syst., 2021)