Autonomous Defensive Space Control Via On-Board Artificial Neural Networks - Brossura

Manor, Michael T.

Brossura

ISBN 10: 1288331029 ISBN 13: 9781288331024

Casa editrice: LIGHTNING SOURCE INC, 2012

Riassunto

Future advances in neural network technology, coupled with increased computer processor capability, may create an opportunity to develop systems that enable satellites to autonomously differentiate, detect and defend against attacks. The Air Force should take advantage of this potential opportunity by investing the necessary resources for the development of space-based neural networks. An artificial neural network (ANN) or commonly just neural network (NN) is an artificial intelligence system created to mimic the ways and methods in which our own brains respond to and learn from inputted stimuli.1 Each of these networks consists of an array of neuron-like gates programmed to take action once a designated threshold is crossed.2 These ANN are adaptive, and learn through continued processing of inputted stimulus while developing a memory by storing the actions it takes in response to this stimulus.3 This memory gained through storing data enables ANNs to become somewhat autonomous over time because they have the ability to recall a given action taken based on a given input received.

Dettagli dell'edizione

• Editore: LIGHTNING SOURCE INC
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1288331029
• ISBN 13: 9781288331024
• Rilegatura: Copertina flessibile
• Numero di pagine: 54
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile