Cory E. Merkel

65 papers B 5C 3Misc 2Journal 28Unranked 25
YearRankTypeTitle / Venue / Authors
2025 — conf
A Clock-Free Analog Time-Domain Dendrite Circuit for Neuromorphic Computing.
ICECS
Elaine Greenfield, Tejasvi Das, Cory E. Merkel
2025 J jnl
Depth-Based Matrix Classification for the HHL Quantum Algorithm.
CoRR
Mark Danza, Sonia Lopez Alarcon, Cory E. Merkel
2025 J jnl
Enabling Long Chain Lengths and High-Throughput for Time-Domain Neuromorphic Computing.
IEEE Trans. Circuits Syst. II Express Briefs
Karsten Bergthold, Hagar Hendy, Elaine Greenfield, Cory E. Merkel, Tejasvi Das
2025 J jnl
Power Analysis Attacks on NVM Crossbar-based Neuromorphic Systems.
Neural Process. Lett.
Cory E. Merkel, Allen Su
2025 J jnl
Quantum Adaptive Learning Rate.
Comput. Sci. Eng.
Martin Hoffnagle, Sonia Lopez Alarcon, Cory E. Merkel
2024 — conf
Contrastive Learning in Memristor-Based Neuromorphic Systems.
SiPS
Cory E. Merkel, Alexander G. Ororbia II
2024 J jnl
Contrastive Learning in Memristor-based Neuromorphic Systems.
CoRR
Cory E. Merkel, Alexander Ororbia
2024 C conf
Design Space Exploration of Memristor-based Delay Cells for Time-domain Neuromorphic Computing.
ISCAS
Hagar Hendy, Karsten Bergthold, Tejasvi Das, Cory E. Merkel
2024 — conf
Throughput Optimization for Time-Domain Neuromorphic Computing.
MWSCAS
Karsten Bergthold, Hagar Hendy, Cory E. Merkel, Tejasvi Das
2024 — conf
Trustworthy and Robust Machine Learning for Multimedia: Challenges and Perspectives.
MIPR
Katsuaki Nakano, Michael Zuzak, Cory E. Merkel, Alexander C. Loui
2023 B conf
A Bio-Inspired Computational Astrocyte Model for Spiking Neural Networks.
IJCNN
Jacob Kiggins, J. David Schaffer, Cory E. Merkel
2023 — conf
Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators.
ACM Great Lakes Symposium on VLSI
Hongye Xu, Dongfang Liu, Cory E. Merkel, Michael Zuzak
2023 J jnl
Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators.
CoRR
Hongye Xu, Dongfang Liu, Cory E. Merkel, Michael Zuzak
2023 J jnl
NCE focus issue: extreme edge computing.
Neuromorph. Comput. Eng.
Cory E. Merkel
2023 — conf
Synaptic Scaling and Optimal Bias Adjustments for Power Reduction in Neuromorphic Systems.
MWSCAS
Cory E. Merkel
2023 J jnl
Synaptic Scaling and Optimal Bias Adjustments for Power Reduction in Neuromorphic Systems.
CoRR
Cory E. Merkel
2022 J jnl
A Survey on Machine Learning Accelerators and Evolutionary Hardware Platforms.
IEEE Des. Test
Sathwika Bavikadi, Abhijitt Dhavlle, Amlan Ganguly, Anand Haridass, Hagar Hendy, Cory E. Merkel, Vijay Janapa Reddi, Purab Ranjan Sutradhar, Arun Joseph, Sai Manoj Pudukotai Dinakarrao
2022 C conf
Accelerating the Training of Single Layer Binary Neural Networks using the HHL Quantum Algorithm.
ICCD
Sonia Lopez Alarcon, Cory E. Merkel, Martin Hoffnagle, Sabrina Ly, Alejandro Pozas-Kerstjens
2022 J jnl
Accelerating the training of single-layer binary neural networks using the HHL quantum algorithm.
CoRR
Sonia Lopez Alarcon, Cory E. Merkel, Martin Hoffnagle, Sabrina Ly, Alejandro Pozas-Kerstjens
2022 — conf
Circuit Optimization Techniques for Efficient Ex-Situ Training of Robust Memristor Based Liquid State Machine.
NANOARCH
Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha, Cory E. Merkel, Hananel Hazan
2022 J jnl
Effect of biologically-motivated energy constraints on liquid state machine dynamics and classification performance.
Neuromorph. Comput. Eng.
Andrew Fountain, Cory E. Merkel
2022 — conf
Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information.
SOCC
Cory E. Merkel
2022 J jnl
Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information.
CoRR
Cory E. Merkel
2022 J jnl
Review of spike-based neuromorphic computing for brain-inspired vision: biology, algorithms, and hardware.
J. Electronic Imaging
Hagar Hendy, Cory E. Merkel
2021 — ed.
ICONS 2021: International Conference on Neuromorphic Systems 2021, Knoxville, TN, USA, July 27-29, 2021
ICONS
Thomas E. Potok, Melika Payvand, Catherine D. Schuman, Prasanna Date, Mutsumi Kimura, Cory E. Merkel, Brad Aimone, Sonia M. Buckley, Yiran Chen, Gregory Cohen, Todd Hylton, Robert M. Patton, Robinson E. Pino, Garrett S. Rose
2021 — conf
Model Extraction and Adversarial Attacks on Neural Networks Using Switching Power Information.
ICANN (1)
Tommy Li, Cory E. Merkel
2021 J jnl
Model Extraction and Adversarial Attacks on Neural Networks using Switching Power Information.
CoRR
Tommy Li, Cory E. Merkel
2021 — conf
On the Adversarial Robustness of Quantized Neural Networks.
ACM Great Lakes Symposium on VLSI
Micah Gorsline, James Smith, Cory E. Merkel
2021 J jnl
On the Adversarial Robustness of Quantized Neural Networks.
CoRR
Micah Gorsline, James Smith, Cory E. Merkel
2020 J jnl
A neuromorphic SLAM architecture using gated-memristive synapses.
Neurocomputing
Alexander Jones, Andrew Rush, Cory E. Merkel, Eric Herrmann, Ajey P. Jacob, Clare Thiem, Rashmi Jha
2020 — conf
Energy Constraints Improve Liquid State Machine Performance.
ICONS
Andrew Fountain, Cory E. Merkel
2020 J jnl
Energy Constraints Improve Liquid State Machine Performance.
CoRR
Andrew Fountain, Cory E. Merkel
2020 — conf
Exploring Energy-Accuracy Tradeoffs in AI Hardware.
IGSC (Workshops)
Cory E. Merkel
2020 J jnl
Exploring Energy-Accuracy Tradeoffs in AI Hardware.
CoRR
Cory E. Merkel
2019 — conf
A Low-Power Domino Logic Architecture for Memristor-Based Neuromorphic Computing.
ICONS
Cory E. Merkel, Animesh Nikam
2019 J jnl
A Low-Power Domino Logic Architecture for Memristor-Based Neuromorphic Computing.
CoRR
Cory E. Merkel, Animesh Nikam
2019 — conf
A Segmented Attractor Network for Neuromorphic Associative Learning.
ICONS
Alexander Jones, Rashmi Jha, Ajey P. Jacob, Cory E. Merkel
2019 B conf
Exploiting Randomness in Deep Learning Algorithms.
IJCNN
Hamed Fatemi Langroudi, Cory E. Merkel, Humza Syed, Dhireesha Kudithipudi
2018 J jnl
An FPGA Implementation of a Time Delay Reservoir Using Stochastic Logic.
CoRR
Lisa Loomis, Nathan McDonald, Cory E. Merkel
2018 J jnl
An FPGA Implementation of a Time Delay Reservoir Using Stochastic Logic.
ACM J. Emerg. Technol. Comput. Syst.
Lisa Loomis, Nathan McDonald, Cory E. Merkel
2017 J jnl
Current-mode Memristor Crossbars for Neuromemristive Systems.
CoRR
Cory E. Merkel
2017 J jnl
Design of a Time Delay Reservoir Using Stochastic Logic: A Feasibility Study.
CoRR
Cory E. Merkel
2017 B conf
Design of a time delay reservoir using stochastic logic: A feasibility study.
IJCNN
Cory E. Merkel
2017 J jnl
Stochastic CBRAM-Based Neuromorphic Time Series Prediction System.
ACM J. Emerg. Technol. Comput. Syst.
Cory E. Merkel, Dhireesha Kudithipudi, Manan Suri, Bryant T. Wysocki
2016 C conf
A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits.
ISCAS
Timur Ibrayev, Alex Pappachen James, Cory E. Merkel, Dhireesha Kudithipudi
2016 — conf
Invited: Towards a scalable neuromorphic hardware for classification and prediction with stochastic No-Prop algorithms.
ISQED
Dan Christiani, Cory E. Merkel, Dhireesha Kudithipudi
2016 J jnl
Neuromemristive Systems: Boosting Efficiency through Brain-Inspired Computing.
Computer
Cory E. Merkel, Raqibul Hasan, Nicholas Soures, Dhireesha Kudithipudi, Tarek M. Taha, Sapan Agarwal, Matthew J. Marinella
2016 J jnl
Unsupervised Learning in Neuromemristive Systems.
CoRR
Cory E. Merkel, Dhireesha Kudithipudi
2015 Misc conf
Comparison of Off-Chip Training Methods for Neuromemristive Systems.
VLSID
Cory E. Merkel, Dhireesha Kudithipudi
2015 — conf
Design and analysis of neuromemristive echo state networks with limited-precision synapses.
CISDA
Colin Donahue, Cory E. Merkel, Qutaiba Saleh, Levs Dolgovs, Yu Kee Ooi, Dhireesha Kudithipudi, Bryant T. Wysocki
2015 — conf
Memristive computational architecture of an echo state network for real-time speech-emotion recognition.
CISDA
Qutaiba Saleh, Cory E. Merkel, Dhireesha Kudithipudi, Bryant T. Wysocki
2014 — conf
A current-mode CMOS/memristor hybrid implementation of an extreme learning machine.
ACM Great Lakes Symposium on VLSI
Cory E. Merkel, Dhireesha Kudithipudi
2014 — conf
A stochastic learning algorithm for neuromemristive systems.
SoCC
Cory E. Merkel, Dhireesha Kudithipudi
2014 — ch.
Design of Neuromorphic Architectures with Memristors.
Network Science and Cybersecurity
Dhireesha Kudithipudi, Cory E. Merkel, Michael Soltiz, Garrett S. Rose, Robinson E. Pino
2014 — conf
Memristive Reservoir Computing Architecture for Epileptic Seizure Detection.
BICA
Cory E. Merkel, Qutaiba Saleh, Colin Donahue, Dhireesha Kudithipudi
2014 — conf
Neuromemristive Extreme Learning Machines for Pattern Classification.
ISVLSI
Cory E. Merkel, Dhireesha Kudithipudi
2014 — conf
On designing circuit primitives for cortical processors with memristive hardware.
SoCC
Dhireesha Kudithipudi, Cory E. Merkel, Yu Kee Ooi, Qutaiba Saleh, Garrett S. Rose
2014 J jnl
Temperature Sensing RRAM Architecture for 3-D ICs.
IEEE Trans. Very Large Scale Integr. Syst.
Cory E. Merkel, Dhireesha Kudithipudi
2013 J jnl
Memristor-Based Neural Logic Blocks for Nonlinearly Separable Functions.
IEEE Trans. Computers
Michael Soltiz, Dhireesha Kudithipudi, Cory E. Merkel, Garrett S. Rose, Robinson E. Pino
2013 B conf
Periodic activation functions in memristor-based analog neural networks.
IJCNN
Cory E. Merkel, Dhireesha Kudithipudi, Nick Sereni
2012 — conf
Design-time performance evaluation of thermal management policies for SRAM and RRAM based 3D MPSoCs.
ACM Great Lakes Symposium on VLSI
David Brenner, Cory E. Merkel, Dhireesha Kudithipudi
2012 — conf
Lightweight energy prediction framework for solar-powered wireless sensor networks.
SoCC
Cory E. Merkel, Dhireesha Kudithipudi, Andres Kwasinski
2012 — conf
RRAM-based adaptive neural logic block for implementing non-linearly separable functions in a single layer.
NANOARCH
Michael Soltiz, Cory E. Merkel, Dhireesha Kudithipudi, Garrett S. Rose
2012 Misc conf
Towards Thermal Profiling in CMOS/Memristor Hybrid RRAM Architectures.
VLSI Design
Cory E. Merkel, Dhireesha Kudithipudi
2011 B conf
Reconfigurable N-level memristor memory design.
IJCNN
Cory E. Merkel, Nakul Nagpal, Sindhura Mandalapu, Dhireesha Kudithipudi