Memristive mixed-signal neuromorphic systems: Energy-efficient learning at the circuit-level G Chakma, MM Adnan, AR Wyer, R Weiss, CD Schuman, GS Rose IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2017 | 60 | 2017 |
Shortest path and neighborhood subgraph extraction on a spiking memristive neuromorphic implementation CD Schuman, K Hamilton, T Mintz, MM Adnan, BW Ku, SK Lim, GS Rose Proceedings of the 7th Annual Neuro-inspired Computational Elements Workshop …, 2019 | 36 | 2019 |
A system design perspective on neuromorphic computer processors GS Rose, MSA Shawkat, AZ Foshie, JJ Murray, MM Adnan Neuromorphic Computing and Engineering 1 (2), 022001, 2021 | 29 | 2021 |
Spice modeling of insulator metal transition: Model of the critical temperature S Amer, MS Hasan, MM Adnan, GS Rose IEEE Journal of the Electron Devices Society 7, 18-25, 2018 | 20 | 2018 |
A twin memristor synapse for spike timing dependent learning in neuromorphic systems MM Adnan, S Sayyaparaju, GS Rose, CD Schuman, BW Ku, SK Lim 2018 31st IEEE International System-on-Chip Conference (SOCC), 37-42, 2018 | 17 | 2018 |
Design of a robust memristive spiking neuromorphic system with unsupervised learning in hardware MM Adnan, S Sayyaparaju, SD Brown, MSA Shawkat, CD Schuman, ... ACM Journal on Emerging Technologies in Computing Systems (JETC) 17 (4), 1-26, 2021 | 13 | 2021 |
A single chip spad based vision sensing system with integrated memristive spiking neuromorphic processing MSA Shawkat, MM Adnan, RD Febbo, JJ Murray, GS Rose IEEE Access 11, 19441-19457, 2023 | 8 | 2023 |
Device-aware circuit design for robust memristive neuromorphic systems with STDP-based learning S Sayyaparaju, MM Adnan, S Amer, GS Rose ACM Journal on Emerging Technologies in Computing Systems (JETC) 16 (3), 1-25, 2020 | 8 | 2020 |
Circuit techniques for efficient implementation of memristor based reservoir computing S Sayyaparaju, MSA Shawkat, MM Adnan, GS Rose 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 6 | 2020 |
Simulating and estimating the behavior of a neuromorphic co-processor CD Schuman, R Pooser, T Mintz, MM Adnan, GS Rose, BW Ku, SK Lim Proceedings of the Second International Workshop on Post Moores Era …, 2017 | 5 | 2017 |
A scan register based access scheme for multilevel non-volatile memristor memory MM Adnan, S Amer, S Sayyaparaju, MS Hasan, GS Rose 2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019 | 4 | 2019 |
Stochasticity in neuromorphic computing: Evaluating randomness for improved performance SD Brown, G Chakma, MM Adnan, MS Hasan, GS Rose 2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019 | 3 | 2019 |
On-chip interface for event based sensor and spiking neuromorphic processing MM Adnan, MSA Shawkat, RD Febbo, GS Rose 2022 IEEE 65th International Midwest Symposium on Circuits and Systems …, 2022 | 2 | 2022 |
Design considerations for insulator metal transition based artificial neurons S Amer, MS Hasan, MM Adnan, GS Rose 2019 IEEE 62nd International Midwest Symposium on Circuits and Systems …, 2019 | 2 | 2019 |
Evaluating online-learning in memristive neuromorphic circuits A Wyer, MM Adnan, BW Ku, SK Lim, CD Schuman, RC Pooser, GS Rose Proceedings of the Neuromorphic Computing Symposium, 1-8, 2017 | 2 | 2017 |
A novel scan-in scheme for cmos/reram programmable logic circuits MM Adnan, S Amer, GS Rose 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 1 | 2018 |
Unsupervised Digit Recognition Using Cosine Similarity In A Neuromemristive Competitive Learning System BW Ku, CD Schuman, MM Adnan, TM Mintz, R Pooser, KE Hamilton, ... ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (2), 1-20, 2022 | | 2022 |
Capacitor-Less Memristive Integrate-and-Fire Neuron with Stochastic Behavior SD Brown, MM Adnan, MSA Shawkat, GS Rose 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS …, 2021 | | 2021 |
Hardware Subject to Process Variability N Cady, W Olin-Ammentorp, K Beckmann, JV Nostrand, G Chakma, ... | | 2019 |