Form Versus Function: Theory and Models for Neuronal Substrates

1. Prologue
Mihai Alexandru Petrovici

2. Introduction: From Biological Experiments to Mathematical Models
Mihai Alexandru Petrovici

3. Artificial Brains: Simulation and Emulation of Neural Networks
Mihai Alexandru Petrovici

4. Dynamics and Statistics of Poisson-Driven LIF Neurons
Mihai Alexandru Petrovici

5. Cortical Models on Neuromorphic Hardware
Mihai Alexandru Petrovici

6. Probabilistic Inference in Neural Networks
Mihai Alexandru Petrovici

7. Epilogue
Mihai Alexandru Petrovici

Avainsanat: Physics, Numerical and Computational Physics, Mathematical Models of Cognitive Processes and Neural Networks, Neurobiology, Neurosciences, Simulation and Modeling