Learning from Few Samples with Memory Network
Journal Article
Zhang, S., Huang, K., Zhang, R., & Hussain, A. (2018)
Learning from Few Samples with Memory Network. Cognitive Computation, 10(1), 15-22. https://doi.org/10.1007/s12559-017-9507-z
Neural networks (NN) have achieved great successes in pattern recognition and machine learning. However, the success of a NN usually relies on the provision of a sufficiently ...
Space, place and memory prosthetics.
Book Chapter
Turner, P. (2008)
Space, place and memory prosthetics. In P. Turner, S. Turner, & E. Davenport (Eds.), Exploration of Space, Technology and Spatiality: Interdisciplinary Perspectives, 183-195. Idea Press. https://doi.org/10.4018/978-1-60566-020-2.ch014
Recent years have witnessed a number of initiatives to develop technology (“memory prosthetics”) to enhance and extend human memory. Typical of these is “Memories for Life,” w...
A Self-Organizing Memory Neural Network for Aerosol Concentration Prediction
Journal Article
Liu, Q., Zou, Y., & Liu, X. (2019)
A Self-Organizing Memory Neural Network for Aerosol Concentration Prediction. Computer Modeling in Engineering and Sciences, 119(3), 617-637. https://doi.org/10.32604/cmes.2019.06272
Haze-fog, which is an atmospheric aerosol caused by natural or man-made factors, seriously affects the physical and mental health of human beings. PM2.5 (a particulate matter ...
Controlling a simulated Khepera with an XCS classifier system with memory.
Conference Proceeding
Webb, A., Hart, E., Ross, P. & Lawson, A. (2003)
Controlling a simulated Khepera with an XCS classifier system with memory. ISBN 9783540200574
Autonomous agents commonly suffer from perceptual aliasing in which differing situations are perceived as identical by the robots sensors, yet require different courses of act...
PLC Memory Attack Detection and Response in a Clean Water Supply System
Journal Article
Robles-Durazno, A., Moradpoor, N., McWhinnie, J., Russell, G., & Maneru-Marin, I. (2019)
PLC Memory Attack Detection and Response in a Clean Water Supply System. International Journal of Critical Infrastructure Protection, 26, https://doi.org/10.1016/j.ijcip.2019.05.003
Industrial Control Systems (ICS) are frequently used in manufacturing and critical infrastructures like water treatment, chemical plants, and transportation schemes. Citizens ...
Deriving ChaCha20 Key Streams From Targeted Memory Analysis
Journal Article
McLaren, P., Buchanan, W. J., Russell, G., & Tan, Z. (2019)
Deriving ChaCha20 Key Streams From Targeted Memory Analysis. Journal of Information Security and Applications, 48, https://doi.org/10.1016/j.jisa.2019.102372
There can be performance and vulnerability concerns with block ciphers, thus stream ciphers can used as an alternative. Although many symmetric key stream ciphers are fairly r...
Implementation and Detection of Novel Attacks to the PLC Memory on a Clean Water Supply System
Conference Proceeding
Robles-Durazno, A., Moradpoor, N., McWhinnie, J., Russell, G., & Maneru-Marin, I. (2019)
Implementation and Detection of Novel Attacks to the PLC Memory on a Clean Water Supply System. In CITT 2018. , (91-103). https://doi.org/10.1007/978-3-030-05532-5_7
Critical infrastructures such as nuclear plants or water supply systems are mainly managed through electronic control systems. Such systems comprise of a number of elements, s...
Complex Biological Memory Conceptualized as an Abstract Communication System – Human Long Term Memories Grow in Complexity during Sleep and Undergo Selection while Awake
Book Chapter
Charlton, B. G., & Andras, P. (2007)
Complex Biological Memory Conceptualized as an Abstract Communication System – Human Long Term Memories Grow in Complexity during Sleep and Undergo Selection while Awake. In L. I. Perlovsky, & R. Kozma (Eds.), Neurodynamics of Cognition and Consciousness (325-339). Berlin: Springer. https://doi.org/10.1007/978-3-540-73267-9_15
Biological memory in humans and other animals with a central nervous system is often extremely complex in its organization and functioning.A description of memory from the per...
Exploiting the analogy between the immune system and sparse distributed memory.
Journal Article
Hart, E., & Ross, P. (2002)
Exploiting the analogy between the immune system and sparse distributed memory. Genetic Programming and Evolvable Machines, 4(4), 333-358. doi:10.1023/a:1026191011609
The relationship between immunological memory and a class of associative memories known as sparse distributed memories (SDM) is well known. This paper proposes a new model for...
Activity Classification Using Raw Range and I & Q Radar Data with Long Short Term Memory Layers
Conference Proceeding
Loukas, C., Fioranelli, F., Le Kernec, J., & Yang, S. (2018)
Activity Classification Using Raw Range and I & Q Radar Data with Long Short Term Memory Layers. In 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech). https://doi.org/10.1109/dasc/picom/datacom/cyberscitec.2018.00088
This paper presents the first initial results of using radar raw I & Q data and range profiles combined with Long Short Term Memory layers to classify human activities. Althou...