Discuss the anatomical and physiological basis of memory formation and consolidation in the brain, incorporating an analysis of neural circuits involved in declarative and non-declarative memory, such as the hippocampus and basal ganglia. Elucidate the role of synaptic plasticity, long-term potentiation (LTP), and neurogenesis in memory formation, and examine the impact of aging and neurodegenerative diseases on memory processes.