research
∙
07/20/2022
Mathematical Model of Strong Physically Unclonable Functions Based on Hybrid Boolean Networks
We introduce a mathematical framework for simulating Hybrid Boolean Netw...
share
research
∙
10/07/2021
A Meta-learning Approach to Reservoir Computing: Time Series Prediction with Limited Data
Recent research has established the effectiveness of machine learning fo...
research
∙
08/16/2021
High-Resolution Waveform Capture Device on a Cyclone-V FPGA
We introduce the waveform capture device (WCD), a flexible measurement s...
research
∙
10/05/2020
Model-Free Control of Dynamical Systems with Deep Reservoir Computing
We propose and demonstrate a nonlinear control method that can be applie...
research
∙
02/10/2020
Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems
We consider the commonly encountered situation (e.g., in weather forecas...
research
∙
10/01/2019
Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers
We explore the hyperparameter space of reservoir computers used for fore...
research
∙
07/29/2019