Autonomous Computing Materials
Mark Bathe, Rigoberto Hernandez, Takaki Komiyama, Raghu Machiraju, Sanghamitra Neogi
Abstract
. This framework aims to mimic the brain's capabilities for integrated sensing, computation, and data storage by programming excitonic, phononic, photonic, and dynamic structural nanoscale materials, without attempting to mimic the unknown implementational details of the brain. If realized, such materials would offer transformative opportunities for distributed, multimodal sensing, computation, and data storage in an integrated manner in biological and other nonconventional environments, including interfacing with biological sensors and computers such as the brain itself.
Topics & Concepts
InterfacingComputer scienceComputationComputer data storageDistributed computingEnergy consumptionReservoir computingArtificial intelligenceComputer hardwareEngineeringElectrical engineeringArtificial neural networkRecurrent neural networkAlgorithmAdvanced Memory and Neural ComputingAdvanced biosensing and bioanalysis techniquesModular Robots and Swarm Intelligence