6 citations · 6 across the 2 of their papers we have counts for
4 papers · 1 filter
Modularizing and Assembling Cognitive Map Learners via Hyperdimensional Computing
Nathan McDonald
Biological organisms must learn how to control their own bodies to achieve deliberate locomotion, that is, predict their next body position based on their current position and sele…
Reservoir Computing with Planar Nanomagnet Arrays
Peng Zhou, Nathan R. McDonald, Alexander J. Edwards +3
Reservoir computing is an emerging methodology for neuromorphic computing that is especially well-suited for hardware implementations in size, weight, and power (SWaP) constrained…
An FPGA Implementation of a Time Delay Reservoir Using Stochastic Logic
Lisa Loomis, Nathan McDonald, Cory Merkel
This paper presents and demonstrates a stochastic logic time delay reservoir design in FPGA hardware. The reservoir network approach is analyzed using a number of metrics, such as…
Reservoir Computing and Extreme Learning Machines using Pairs of Cellular Automata Rules
Nathan McDonald
A framework for implementing reservoir computing (RC) and extreme learning machines (ELMs), two types of artificial neural networks, based on 1D elementary Cellular Automata (CA) i…