23 citations · 50 across the 6 of their papers we have counts for
6 papers
Shift-Symmetric Configurations in Two-Dimensional Cellular Automata: Irreversibility, Insolvability, and Enumeration
Peter Banda, John Caughman, Martin Cenek +1
The search for symmetry as an unusual yet profoundly appealing phenomenon, and the origin of regular, repeating configuration patterns have long been a central focus of complexity…
Memory and Information Processing in Recurrent Neural Networks
Alireza Goudarzi, Sarah Marzen, Peter Banda +3
Recurrent neural networks (RNN) are simple dynamical systems whose computational power has been attributed to their short-term memory. Short-term memory of RNNs has been previously…
COEL: A Web-based Chemistry Simulation Framework
Peter Banda, Drew Blount, Christof Teuscher
The chemical reaction network (CRN) is a widely used formalism to describe macroscopic behavior of chemical systems. Available tools for CRN modelling and simulation require local…
Delay Line as a Chemical Reaction Network
Josh Moles, Peter Banda, Christof Teuscher
Chemistry as an unconventional computing medium presently lacks a systematic approach to gather, store, and sort data over time. To build more complicated systems in chemistries, t…
Learning Two-input Linear and Nonlinear Analog Functions with a Simple Chemical System
Peter Banda, Christof Teuscher
The current biochemical information processing systems behave in a predetermined manner because all features are defined during the design phase. To make such unconventional comput…
A Comparative Study of Reservoir Computing for Temporal Signal Processing
Alireza Goudarzi, Peter Banda, Matthew R. Lakin +2
Reservoir computing (RC) is a novel approach to time series prediction using recurrent neural networks. In RC, an input signal perturbs the intrinsic dynamics of a medium called a…