Brain-inspired cognitive architectures for artificial intelligence

What is brain inspired artificial intelligence?
Our human brain is made up of neural networks and when we talk about creating brain inspired AI, we basically refer to the process of creating artificial neural networks that work the way the human brain works, fundamentally..
What is cognitive architecture in AI?
A cognitive architecture is a hypothesis about the fixed structures that provide a mind, whether in natural or artificial systems, and how they work together – in conjunction with knowledge and skills embodied within the architecture – to yield intelligent behavior in a diversity of complex environments..
What is the importance of cognitive architectures?
The main role of Cognitive Architectures in AI is that one of enabling the realization of artificial systems able to exhibit intelligent behavior in a general setting through a detailed analogy with the constitutive and developmental functioning and mechanisms underlying human cognition..
Why is cognitive architecture important for advancements to be made in AI in the future?
Event knowledge enables an AI system to model how its situation is expected to develop and enables it to describe the effects of changes in the environment.
Thus, for engineering such AI systems (and especially for AT) cognitive architectures need to support the ability to represent event knowledge..
Cognitive Robotics or Cognitive Technology is a subfield of robotics concerned with endowing a robot with intelligent behavior by providing it with a processing architecture that will allow it to learn and reason about how to behave in response to complex goals in a complex world.
Event knowledge enables an AI system to model how its situation is expected to develop and enables it to describe the effects of changes in the environment.
Thus, for engineering such AI systems (and especially for AT) cognitive architectures need to support the ability to represent event knowledge.
The main role of Cognitive Architectures in AI is that one of enabling the realization of artificial systems able to exhibit intelligent behavior in a general setting through a detailed analogy with the constitutive and developmental functioning and mechanisms underlying human cognition.
The ultimate purpose of cognitive architecture is to model the human brain and eventually empower us to build artificial intelligence that is on par with humans (Artificial General Intelligence).

$189.00 In stockThe book focuses on original approaches intended to support the development of biologically inspired cognitive architectures. It bridges together different Table of contentsAbout this bookKeywords

Biologically Inspired Cognitive Architectures (BICA) are computational frameworks for building intelligent agents that are inspired from biological intelligence.

Is whole brain architecture a feasible way to artificial intelligence?

Whole brain architecture approach is a feasible way toward an artificial general intelligence Neural information processing, Springer International Publishing ( 2016), pp. 275 - 281 .

What is brain architecture?

The BRA is the reference architecture for software that realizes cognitive and behavioral functions in a brain-like manner.
The architecture primarily consists of the mesoscopic-level anatomical data of the brain and the data of one or more functional mechanisms that are consistent with that knowledge.

What is cognitive architecture based on?

DARPA (2005) reported on cognitive architecture inspired by living creatures, which were broadly categorized as the functional elements of the human brain.
Adams et al. (2012) presented a landscape for achieving AGI based on human cognitive development, and discussed the domains of competence and tasks that AGI should encompass.

What is the whole-brain architecture approach?

The whole-brain architecture approach divides the brain-inspired AGI development process into the task of designing the brain reference architecture (BRA), which provides the flow of information and a diagram of the corresponding components, and the task of developing each component using the BRA.
This is known as BRA-driven development.

Biologically Inspired Cognitive Architectures (BICA) was a DARPA project administered by the Information Processing Technology Office (IPTO).
BICA began in 2005 and is designed to create the next generation of cognitive architecture models of human artificial intelligence.
Its first phase (Design) ran from September 2005 to around October 2006, and was intended to generate new ideas for biological architectures that could be used to create embodied computational architectures of human intelligence.

Brain-inspired cognitive architectures for artificial intelligence

What is brain inspired artificial intelligence?

What is cognitive architecture in AI?

What is the importance of cognitive architectures?

Why is cognitive architecture important for advancements to be made in AI in the future?

Is whole brain architecture a feasible way to artificial intelligence?

What is brain architecture?

What is cognitive architecture based on?

What is the whole-brain architecture approach?