Keywords: REM, rapid eye movement; GDX, gonadectomized; SD, sleep deprivation; MWM, Morris water maze; WP, wide platform; LTP, long-term potentiation; BDNF, brain derived neurotrophic factor; fEPSPs, field excitatory post synaptic potentials; PPF, paired-pulse faci