Cory E. Merkel

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 37

Top Topics

Design Space Exploration

Liquid State Machine

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Hagar Hendy, Karsten Bergthold, Tejasvi Das, Cory E. Merkel
Design Space Exploration of Memristor-based Delay Cells for Time-domain Neuromorphic Computing. ISCAS (2024)
Hongye Xu, Dongfang Liu, Cory E. Merkel, Michael Zuzack
Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators. CoRR (2023)
Cory E. Merkel
Synaptic Scaling and Optimal Bias Adjustments for Power Reduction in Neuromorphic Systems. MWSCAS (2023)
Jacob Kiggins, J. David Schaffer, Cory E. Merkel
A Bio-Inspired Computational Astrocyte Model for Spiking Neural Networks. IJCNN (2023)
Cory E. Merkel
NCE focus issue: extreme edge computing. Neuromorph. Comput. Eng. 3 (3) (2023)
Hongye Xu, Dongfang Liu, Cory E. Merkel, Michael Zuzak
Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators. ACM Great Lakes Symposium on VLSI (2023)
Cory E. Merkel
Synaptic Scaling and Optimal Bias Adjustments for Power Reduction in Neuromorphic Systems. CoRR (2023)
Cory E. Merkel
Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information. SOCC (2022)
Andrew Fountain, Cory E. Merkel
Effect of biologically-motivated energy constraints on liquid state machine dynamics and classification performance. Neuromorph. Comput. Eng. 2 (2) (2022)
Cory E. Merkel
Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information. CoRR (2022)
Sonia Lopez-Alarcon, Cory E. Merkel, Martin Hoffnagle, Sabrina Ly, Alejandro Pozas-Kerstjens
Accelerating the Training of Single Layer Binary Neural Networks using the HHL Quantum Algorithm. ICCD (2022)
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
A Survey on Machine Learning Accelerators and Evolutionary Hardware Platforms. IEEE Des. Test 39 (3) (2022)
Sonia Lopez-Alarcon, Cory E. Merkel, Martin Hoffnagle, Sabrina Ly, Alejandro Pozas-Kerstjens
Accelerating the training of single-layer binary neural networks using the HHL quantum algorithm. CoRR (2022)
Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha, Cory E. Merkel, Hananel Hazan
Circuit Optimization Techniques for Efficient Ex-Situ Training of Robust Memristor Based Liquid State Machine. NANOARCH (2022)
Micah Gorsline, James Smith, Cory E. Merkel
On the Adversarial Robustness of Quantized Neural Networks. CoRR (2021)
Tommy Li, Cory E. Merkel
Model Extraction and Adversarial Attacks on Neural Networks Using Switching Power Information. ICANN (1) (2021)
Micah Gorsline, James Smith, Cory E. Merkel
On the Adversarial Robustness of Quantized Neural Networks. ACM Great Lakes Symposium on VLSI (2021)
Tommy Li, Cory E. Merkel
Model Extraction and Adversarial Attacks on Neural Networks using Switching Power Information. CoRR (2021)
Alexander Jones, Andrew Rush, Cory E. Merkel, Eric Herrmann, Ajey P. Jacob, Clare Thiem, Rashmi Jha
A neuromorphic SLAM architecture using gated-memristive synapses. Neurocomputing 381 (2020)
Andrew Fountain, Cory E. Merkel
Energy Constraints Improve Liquid State Machine Performance. ICONS (2020)
Andrew Fountain, Cory E. Merkel
Energy Constraints Improve Liquid State Machine Performance. CoRR (2020)
Cory E. Merkel
Exploring Energy-Accuracy Tradeoffs in AI Hardware. IGSC (Workshops) (2020)
Cory E. Merkel
Exploring Energy-Accuracy Tradeoffs in AI Hardware. CoRR (2020)
Alexander Jones, Rashmi Jha, Ajey P. Jacob, Cory E. Merkel
A Segmented Attractor Network for Neuromorphic Associative Learning. ICONS (2019)
Cory E. Merkel, Animesh Nikam
A Low-Power Domino Logic Architecture for Memristor-Based Neuromorphic Computing. CoRR (2019)
Cory E. Merkel, Animesh Nikam
A Low-Power Domino Logic Architecture for Memristor-Based Neuromorphic Computing. ICONS (2019)
Hamed Fatemi Langroudi, Cory E. Merkel, Humza Syed, Dhireesha Kudithipudi
Exploiting Randomness in Deep Learning Algorithms. IJCNN (2019)
Lisa Loomis, Nathan McDonald, Cory E. Merkel
An FPGA Implementation of a Time Delay Reservoir Using Stochastic Logic. CoRR (2018)
Lisa Loomis, Nathan McDonald, Cory E. Merkel
An FPGA Implementation of a Time Delay Reservoir Using Stochastic Logic. ACM J. Emerg. Technol. Comput. Syst. 14 (4) (2018)
Cory E. Merkel
Design of a Time Delay Reservoir Using Stochastic Logic: A Feasibility Study. CoRR (2017)
Cory E. Merkel
Design of a time delay reservoir using stochastic logic: A feasibility study. IJCNN (2017)
Cory E. Merkel
Current-mode Memristor Crossbars for Neuromemristive Systems. CoRR (2017)
Cory E. Merkel, Dhireesha Kudithipudi, Manan Suri, Bryant T. Wysocki
Stochastic CBRAM-Based Neuromorphic Time Series Prediction System. ACM J. Emerg. Technol. Comput. Syst. 13 (3) (2017)
Timur Ibrayev, Alex Pappachen James, Cory E. Merkel, Dhireesha Kudithipudi
A design of HTM spatial pooler for face recognition using memristor-CMOS hybrid circuits. ISCAS (2016)
Dan Christiani, Cory E. Merkel, Dhireesha Kudithipudi
Invited: Towards a scalable neuromorphic hardware for classification and prediction with stochastic No-Prop algorithms. ISQED (2016)
Cory E. Merkel, Raqibul Hasan, Nicholas Soures, Dhireesha Kudithipudi, Tarek M. Taha, Sapan Agarwal, Matthew J. Marinella
Neuromemristive Systems: Boosting Efficiency through Brain-Inspired Computing. Computer 49 (10) (2016)
Cory E. Merkel, Dhireesha Kudithipudi
Unsupervised Learning in Neuromemristive Systems. CoRR (2016)
Cory E. Merkel, Dhireesha Kudithipudi
Comparison of Off-Chip Training Methods for Neuromemristive Systems. VLSI Design (2015)
Qutaiba Saleh, Cory E. Merkel, Dhireesha Kudithipudi, Bryant T. Wysocki
Memristive computational architecture of an echo state network for real-time speech-emotion recognition. CISDA (2015)
Colin Donahue, Cory E. Merkel, Qutaiba Saleh, Levs Dolgovs, Yu Kee Ooi, Dhireesha Kudithipudi, Bryant T. Wysocki
Design and analysis of neuromemristive echo state networks with limited-precision synapses. CISDA (2015)
Cory E. Merkel, Dhireesha Kudithipudi
A current-mode CMOS/memristor hybrid implementation of an extreme learning machine. ACM Great Lakes Symposium on VLSI (2014)
Cory E. Merkel, Dhireesha Kudithipudi
A stochastic learning algorithm for neuromemristive systems. SoCC (2014)
Cory E. Merkel, Dhireesha Kudithipudi
Neuromemristive Extreme Learning Machines for Pattern Classification. ISVLSI (2014)
Cory E. Merkel, Dhireesha Kudithipudi
Temperature Sensing RRAM Architecture for 3-D ICs. IEEE Trans. Very Large Scale Integr. Syst. 22 (4) (2014)
Dhireesha Kudithipudi, Cory E. Merkel, Yu Kee Ooi, Quitaba Saleh, Garrett S. Rose
On designing circuit primitives for cortical processors with memristive hardware. SoCC (2014)
Cory E. Merkel, Qutaiba Saleh, Colin Donahue, Dhireesha Kudithipudi
Memristive Reservoir Computing Architecture for Epileptic Seizure Detection. BICA (2014)
Cory E. Merkel, Dhireesha Kudithipudi, Nick Sereni
Periodic activation functions in memristor-based analog neural networks. IJCNN (2013)
Michael Soltiz, Dhireesha Kudithipudi, Cory E. Merkel, Garrett S. Rose, Robinson E. Pino
Memristor-Based Neural Logic Blocks for Nonlinearly Separable Functions. IEEE Trans. Computers 62 (8) (2013)
Cory E. Merkel, Dhireesha Kudithipudi
Towards Thermal Profiling in CMOS/Memristor Hybrid RRAM Architectures. VLSI Design (2012)
David Brenner, Cory E. Merkel, Dhireesha Kudithipudi
Design-time performance evaluation of thermal management policies for SRAM and RRAM based 3D MPSoCs. ACM Great Lakes Symposium on VLSI (2012)
Michael Soltiz, Cory E. Merkel, Dhireesha Kudithipudi, Garrett S. Rose
RRAM-based adaptive neural logic block for implementing non-linearly separable functions in a single layer. NANOARCH (2012)
Cory E. Merkel, Dhireesha Kudithipudi, Andres Kwasinski
Lightweight energy prediction framework for solar-powered wireless sensor networks. SoCC (2012)
Cory E. Merkel, Nakul Nagpal, Sindhura Mandalapu, Dhireesha Kudithipudi
Reconfigurable N-level memristor memory design. IJCNN (2011)