Picture for Cory Merkel

Cory Merkel

Depth-Based Matrix Classification for the HHL Quantum Algorithm

Add code
May 28, 2025
Viaarxiv icon

Contrastive Learning in Memristor-based Neuromorphic Systems

Add code
Sep 17, 2024
Figure 1 for Contrastive Learning in Memristor-based Neuromorphic Systems
Figure 2 for Contrastive Learning in Memristor-based Neuromorphic Systems
Figure 3 for Contrastive Learning in Memristor-based Neuromorphic Systems
Figure 4 for Contrastive Learning in Memristor-based Neuromorphic Systems
Viaarxiv icon

Synaptic Scaling and Optimal Bias Adjustments for Power Reduction in Neuromorphic Systems

Add code
Jun 12, 2023
Viaarxiv icon

Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators

Add code
Apr 14, 2023
Viaarxiv icon

Accelerating the training of single-layer binary neural networks using the HHL quantum algorithm

Add code
Oct 23, 2022
Viaarxiv icon

Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information

Add code
Jul 06, 2022
Figure 1 for Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information
Figure 2 for Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information
Figure 3 for Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information
Figure 4 for Enhancing Adversarial Attacks on Single-Layer NVM Crossbar-Based Neural Networks with Power Consumption Information
Viaarxiv icon

Model Extraction and Adversarial Attacks on Neural Networks using Switching Power Information

Add code
Jun 15, 2021
Figure 1 for Model Extraction and Adversarial Attacks on Neural Networks using Switching Power Information
Figure 2 for Model Extraction and Adversarial Attacks on Neural Networks using Switching Power Information
Figure 3 for Model Extraction and Adversarial Attacks on Neural Networks using Switching Power Information
Figure 4 for Model Extraction and Adversarial Attacks on Neural Networks using Switching Power Information
Viaarxiv icon

On the Adversarial Robustness of Quantized Neural Networks

Add code
May 01, 2021
Figure 1 for On the Adversarial Robustness of Quantized Neural Networks
Figure 2 for On the Adversarial Robustness of Quantized Neural Networks
Figure 3 for On the Adversarial Robustness of Quantized Neural Networks
Figure 4 for On the Adversarial Robustness of Quantized Neural Networks
Viaarxiv icon

Exploring Energy-Accuracy Tradeoffs in AI Hardware

Add code
Nov 17, 2020
Figure 1 for Exploring Energy-Accuracy Tradeoffs in AI Hardware
Figure 2 for Exploring Energy-Accuracy Tradeoffs in AI Hardware
Figure 3 for Exploring Energy-Accuracy Tradeoffs in AI Hardware
Figure 4 for Exploring Energy-Accuracy Tradeoffs in AI Hardware
Viaarxiv icon

Energy Constraints Improve Liquid State Machine Performance

Add code
Jun 08, 2020
Figure 1 for Energy Constraints Improve Liquid State Machine Performance
Figure 2 for Energy Constraints Improve Liquid State Machine Performance
Figure 3 for Energy Constraints Improve Liquid State Machine Performance
Figure 4 for Energy Constraints Improve Liquid State Machine Performance
Viaarxiv icon