How photonics is revolutionizing convolutional neural networks
The first neural layers are implemented with an analog accelerator (electronic, photonic, etc.) with low power consumption and high processing bandwidth, whereas the…
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convolutional
A compact convolutional neural network for plant disease management and fruit classification
Credit: CC0 Public Domain
A study in the International Journal of Computational Science and Engineering, introduces a new deep learning…
Case study: Efficient audio-based convolutional neural networks via filter pruning
Credit: University of Surrey
Dr. Arshdeep Singh, a machine learning researcher in sound with Professor Mark D. Plumbley as a part of "AI for…
Learning on tree architectures shown to outperform a convolutional feedforward network
Scheme of a simple neural network based on dendritic tree (left) vs. a complex artificial intelligence deep learning architecture (right). Credit: Prof. Ido Kanter,…
Convolutional neural network framework to predict remaining useful life in machines
A team of researchers, led by Dr. Zhenghua Chen of the Agency for Science, Technology and Research, Singapore, questioned the conventional choice of picking RNNs over…
Graph Convolutional Network Can Classify Schizophrenia
Physician’s Briefing Staff
MONDAY, June 20, 2022 (HealthDay News) -- A graph convolutional network (GCN) approach allows classification of schizophrenia at the individual level, according to a study…
Simultaneous broadband image sensing and convolutional processing using van der Waals…
Credit: Pi et al.
Efficiently processing broadband signals using convolutional neural networks (CNNs) could enhance the performance of machine…