Neuronal pathways develop through a process called neurogenesis, where new neurons form, and synaptogenesis, creating new synaptic connections. Early development is influenced by genetic factors, while experience and learning modify pathways through synaptic plasticity. This adaptability allows for recovery after injury and is crucial throughout life for learning and memory.