Regulated cell death (RCD) is well-known as a controlled form of cell death regulated by one or more cascading signaling pathways. Over the past few decades, increasing evidence has implicated various non-apoptotic forms of RCD in neurons-including ferroptosis, parthanatos, necroptosis, pyroptosis, autophagic cell death, paraptosis, and cuproptosis-in the pathogenesis of neurodegenerative diseases (NDs) and their associated clinical manifestations. We provide an in-depth analysis of the associations between these RCDs and NDs, including Alzheimer's disease (AD), Parkinson's disease (PD), Huntington's disease (HD), amyotrophic lateral sclerosis (ALS), and multiple sclerosis (MS), and highlight the potential of modulating non-apoptotic RCD subtypes as neuroprotective targets. Besides, we highlight the crosstalk mechanisms among different non-apoptotic RCDs in NDs and the key targets regulating the crosstalk, which hold significant promise for developing dual-functional inhibitors that precisely modulate the pathological microenvironment and overcome drug resistance. As our understanding of death signaling networks deepens, such strategies may lead to breakthrough therapies for multiple NDs. Moreover, we further discuss the emerging small molecule compounds targeting non-apoptotic RCDs and their current research progress in clinical trials for the treatment of NDs, which may provide novel directions for related drugs. This comprehensive analysis paves the way for future research and therapeutic strategies aimed at harnessing non-apoptotic RCD pathways to mitigate neurodegeneration and improve patient outcomes.