The present study takes on an innovative experiment involving detection of ultraweak photon emission (UPE) from the hippocampus of male rat brains and finds significant correlations between Alzheimer's disease (AD), memory decline, oxidative stress, and the intensity of UPE emitted spontaneously from the hippocampus. These remarkable findings opens up novel methods for screening, detecting, diagnosing and classifying neurodegenerative diseases (and associated sydromes), such as in AD. This also paves the way towards novel advanced brain-computer interfaces (BCIs) photonic chip for the detection of UPE from brain's neural tissue. The envisaged BCI photonic chip (BCIPC) would be minimally invasive, cheap, high-speed, scalable, would provide high spatiotemporal resolution of brain's activity and would provide short- and long-term screening of clinical patho-neurophysiological signatures, which could be monitored by a smart wristwatch or smartphone via a wireless connection.