Reconstruction, Identification and Implementation Methods for Spiking Neural Circuits

• Main Author: Florescu, Dorian (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Engineering.; Neurosciences.; System theory.; Neural networks (Computer science).; Electronic circuits.; Signal, Image and Speech Processing.; Mathematical Models of Cognitive Processes and Neural Networks.; Systems Theory, Control.; Circuits and Systems.

This work is motivated by the ongoing open question of how information in the outside world is represented and processed by the brain. Consequently, several novel methods are developed. A new mathematical formulation is proposed for the encoding and decoding of analog signals using integrate-and-fir...