Deep learning - Revision history

Designing Buildings at 05:28, 10 October 2024

2024-10-10T05:28:32Z

← Older revision		Revision as of 05:28, 10 October 2024
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	The '[https://d8.ciob.org/industry/research/AI-Playbook CIOB Artificial Intelligence (AI) Playbook 2024]', glossary of terms, published by the Chartered Institute of Building(CIOB) describes deep learning as 'A subset of machine learning that uses artificial neural networks to recognise patterns in data and provide a suitable output, for example, a prediction. Deep learning is suitable for complex learning tasks, and has improved AI capabilities in tasks such as voice and image recognition, object detection and autonomous driving.'		The '[https://d8.ciob.org/industry/research/AI-Playbook CIOB Artificial Intelligence (AI) Playbook 2024]', glossary of terms, published by the Chartered Institute of Building(CIOB) describes deep learning as 'A subset of machine learning that uses artificial neural networks to recognise patterns in data and provide a suitable output, for example, a prediction. Deep learning is suitable for complex learning tasks, and has improved AI capabilities in tasks such as voice and image recognition, object detection and autonomous driving.'
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		+	In June 2021, BSRIA published the white paper, '[https://www.bsria.com/uk/product/n23XeD/artificial_intelligence_in_buildings_wp_142021_a15d25e1/ Artificial Intelligence in Buildings (WP 14/2021)]' written by Henry Lawson. It states: ‘Deep learning is a class of machine learning algorithms that uses multiple layers to progressively extract higher-level features from the raw input. For example, in image processing, lower layers may identify edges, while higher layers may identify the concepts relevant to a human such as digits, letters or faces.’

	= Related articles on Designing Buildings =		= Related articles on Designing Buildings =

Editor at 10:27, 26 June 2024

2024-06-26T10:27:12Z

← Older revision		Revision as of 10:27, 26 June 2024
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−	The '[https://d8.ciob.org/industry/research/AI-Playbook CIOB Artificial Intelligence (AI) Playbook 2024]', glossary of terms, published by the Chartered Institute of Building(CIOB) describes ~~artificial neural network)~~ as 'A ~~computer structure inspired by the biological brain, consisting~~ of ~~a large set of interconnected computational units (‘neurons’)~~ that ~~are connected in layers. Data passes between these units as between neurons~~ in a ~~brain. Outputs of a previous layer are used as inputs~~ for ~~the next~~, ~~and there can be hundreds of layers of units~~. ~~An artificial neural network with more than three layers~~ is ~~considered a deep~~ learning ~~algorithm. Examples of artificial neural networks include Transformers or Generative adversarial networks~~.	+	The '[https://d8.ciob.org/industry/research/AI-Playbook CIOB Artificial Intelligence (AI) Playbook 2024]', glossary of terms, published by the Chartered Institute of Building(CIOB) describes deep learning as 'A subset of machine learning that uses artificial neural networks to recognise patterns in data and provide a suitable output, for example, a prediction. Deep learning is suitable for complex learning tasks, and has improved AI capabilities in tasks such as voice and image recognition, object detection and autonomous driving.'

−	[[Category:~~Articles_needing_more_work~~]]	+	= Related articles on Designing Buildings =
		+
		+	* Advanced construction technology.
		+	* Artificial intelligence.
		+	* Artificial intelligence and civil engineering.
		+	* Assisted reality aR.
		+	* Building information modelling BIM.
		+	* Cobots.
		+	* Computer aided design CAD.
		+	* Computer-generated imagery (CGI).
		+	* Construction innovation.
		+	* Gravity Sketch.
		+	* Immersive Hybrid Reality IHR.
		+	* Information for the buildings of tomorrow.
		+	* Integrated modelling, simulation and visualisation (MSV) for sustainable built healing environments (BHEs).
		+	* Integrated systems.
		+	* Shaping the Future of Construction: Inspiring innovators redefine the industry.
		+	* The rise of 5G in buildings.
		+	* Trends towards wearables and wellbeing in buildings.
		+	* Virtual construction model.
		+	* Virtual reality and manufacturing.
		+
		+	[[Category:DCN_Definition]] [[Category:Definitions]]

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2024-06-26T10:22:30Z

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The '[https://d8.ciob.org/industry/research/AI-Playbook CIOB Artificial Intelligence (AI) Playbook 2024]', glossary of terms, published by the Chartered Institute of Building(CIOB) describes artificial neural network) as 'A computer structure inspired by the biological brain, consisting of a large set of interconnected computational units (‘neurons’) that are connected in layers. Data passes between these units as between neurons in a brain. Outputs of a previous layer are used as inputs for the next, and there can be hundreds of layers of units. An artificial neural network with more than three layers is considered a deep learning algorithm. Examples of artificial neural networks include Transformers or Generative adversarial networks.

[[Category:Articles_needing_more_work]]