Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

L Alzubaidi, J Zhang, AJ Humaidi, A Al-Dujaili… - Journal of big Data, 2021 - Springer
In the last few years, the deep learning (DL) computing paradigm has been deemed the
Gold Standard in the machine learning (ML) community. Moreover, it has gradually become …

Deep learning models for cloud, edge, fog, and IoT computing paradigms: Survey, recent advances, and future directions

S Ahmad, I Shakeel, S Mehfuz, J Ahmad - Computer Science Review, 2023 - Elsevier
In recent times, the machine learning (ML) community has recognized the deep learning
(DL) computing model as the Gold Standard. DL has gradually become the most widely …

Interregional synaptic maps among engram cells underlie memory formation

JH Choi, SE Sim, J Kim, DI Choi, J Oh, S Ye, J Lee… - Science, 2018 - science.org
Memory resides in engram cells distributed across the brain. However, the site-specific
substrate within these engram cells remains theoretical, even though it is generally accepted …

[HTML][HTML] Reactive astrocytes: The nexus of pathological and clinical hallmarks of Alzheimer's disease

BR Price, LA Johnson, CM Norris - Ageing research reviews, 2021 - Elsevier
Astrocyte reactivity is a hallmark of neuroinflammation that arises with Alzheimer's disease
(AD) and nearly every other neurodegenerative condition. While astrocytes certainly …

Anxiety and depression: A top‐down, bottom‐up model of circuit function

DO LeDuke, M Borio, R Miranda… - Annals of the New York …, 2023 - Wiley Online Library
A functional interplay of bottom‐up and top‐down processing allows an individual to
appropriately respond to the dynamic environment around them. These processing …

Review on metal halide perovskite-based optoelectronic synapses

X Hong, X Liu, L Liao, X Zou - Photonics Research, 2023 - opg.optica.org
With the progress of both photonics and electronics, optoelectronic synapses are considered
potential candidates to challenge the von Neumann bottleneck and the field of visual bionics …

Donald O. Hebb and the Organization of Behavior: 17 years in the writing

RE Brown - Molecular Brain, 2020 - Springer
Abstract The Organization of Behavior has played a significant part in the development of
behavioural neuroscience for the last 70 years. This book introduced the concepts of the …

[HTML][HTML] Short-term high-fat diet consumption impairs synaptic plasticity in the aged hippocampus via IL-1 signaling

BMG Olmo, MN Bettes, JW DeMarsh, F Zhao… - NPJ science of …, 2023 - ncbi.nlm.nih.gov
More Americans are consuming diets higher in saturated fats and refined sugars than ever
before. These trends could have serious consequences for the older population because …

Engram cell connectivity: an evolving substrate for information storage

TJ Ryan, C Ortega-de San Luis, M Pezzoli… - Current opinion in …, 2021 - Elsevier
Highlights•Engram cell labelling technology is transforming how we can investigate
memory.•Different forms of engram cell specific plasticity can be observed and …

Transformation of primary sensory cortical representations from layer 4 to layer 2

B Voelcker, R Pancholi, S Peron - Nature communications, 2022 - nature.com
Sensory input arrives from thalamus in cortical layer (L) 4, which outputs predominantly to
superficial layers. L4 to L2 thus constitutes one of the earliest cortical feedforward networks …