Reconstruction, Identification and Implementation Methods for Spiking Neural Circuits

1. Introduction
Dorian Florescu

2. Time Encoding and Decoding in Bandlimited and Shift-Invariant Spaces
Dorian Florescu

3. A Novel Framework for Reconstructing Bandlimited Signals Encoded by Integrate-and-Fire Neurons
Dorian Florescu

4. A Novel Reconstruction Framework in Shift-Invariant Spaces for Signals Encoded with Integrate-and-Fire Neurons
Dorian Florescu

5. A New Approach to the Identification of Sensory Processing Circuits Based on Spiking Neuron Data
Dorian Florescu

6. A New Method for Implementing Linear Filters in the Spike Domain
Dorian Florescu

7. Conclusions and Future Work
Dorian Florescu

Avainsanat: Engineering, Signal, Image and Speech Processing, Mathematical Models of Cognitive Processes and Neural Networks, Neurosciences, Systems Theory, Control, Circuits and Systems