A cognitive architecture that combines internal simulation with a global workspace.
نویسنده
چکیده
This paper proposes a brain-inspired cognitive architecture that incorporates approximations to the concepts of consciousness, imagination, and emotion. To emulate the empirically established cognitive efficacy of conscious as opposed to non-conscious information processing in the mammalian brain, the architecture adopts a model of information flow from global workspace theory. Cognitive functions such as anticipation and planning are realised through internal simulation of interaction with the environment. Action selection, in both actual and internally simulated interaction with the environment, is mediated by affect. An implementation of the architecture is described which is based on weightless neurons and is used to control a simulated robot.
منابع مشابه
A Brain-Inspired Architecture for Cognitive Robotics
This paper proposes a brain-inspired cognitive architecture that incorporates approximations to the concepts of consciousness, emotion, and imagination. To emulate the empirically established cognitive efficacy of conscious as opposed to unconscious information processing in the mammalian brain, the architecture adopts a model of information flow from global workspace theory. Cognitive function...
متن کاملA Simulated Global Neuronal Workspace with Stochastic Wiring
It has been hypothesised that a global neuronal workspace underlies the brain's capacity to process information consciously. This paper describes a significant variation on a previously reported computer simulation of such a global neuronal workspace, in which competition and broadcast were realised through reverberating populations of spiking neurons. In the present model, unlike the previous ...
متن کاملPrediction as Internal Simulation: Taking Chances in What to Do Next
how the connections can be modulated and are flexible in different contexts. We approach these connections of internal representation through models of minimal cognitive systems in a bottom-up approach (Schilling and Cruse, submitted; Schilling and Cruse, 2008). An early neural network model of the own body is grounded in a biological-inspired framework that controls walking in a hexapod robot....
متن کاملA Computational Model of Attentional Learning in a Cognitive Agent
Biologically inspired cognitive architectures should faithfully model the high-level modules and processes of cognitive neuroscience. Also, they are expected to contribute to the BICA “challenge of creating a real-life computational equivalent of the human mind.” One important component of the mind is attention and attentional learning. In this paper, we describe conceptual and computational mo...
متن کاملAn architectural model of conscious and unconscious brain functions : Global Workspace Theory
While neural net models have been developed to a high degree of sophistication, they have some drawbacks at a more integrative, “architectural” level of analysis. We describe a “hybrid” cognitive architecture that is implementable in neuronal nets, and which has uniform brain-like features, including activation-passing and highly distributed “codelets,” implementable as small-scale neural nets....
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Consciousness and cognition
دوره 15 2 شماره
صفحات -
تاریخ انتشار 2006