[HTML][HTML] Navigation map-based artificial intelligence

H Schneider - AI, 2022 - mdpi.com
A biologically inspired cognitive architecture is described which uses navigation maps (ie,
spatial locations of objects) as its main data elements. The navigation maps are also used to …

[HTML][HTML] Causal cognitive architecture 3: a solution to the binding problem

H Schneider - Cognitive Systems Research, 2022 - Elsevier
The binding problem is considered in terms of how a brain-inspired cognitive system can
recognize multiple sensory features from an object which may be among many objects …

The emergence of compositionality in a brain-inspired cognitive architecture

H Schneider - Cognitive Systems Research, 2024 - Elsevier
Compositionality can be considered as finding (or creating) the correct meaning of the
constituents of a non-simple language expression or visual image. The Causal Cognitive …

Causal cognitive architecture 1: Integration of connectionist elements into a navigation-based framework

H Schneider - Cognitive Systems Research, 2021 - Elsevier
Abstract The brain-inspired Causal Cognitive Architecture 1 (CCA1) tightly integrates the
sensory processing capabilities found in neural networks with many of the causal abilities …

The emergence of enhanced intelligence in a brain-inspired cognitive architecture

H Schneider - Frontiers in Computational Neuroscience, 2024 - frontiersin.org
The Causal Cognitive Architecture is a brain-inspired cognitive architecture developed from
the hypothesis that the navigation circuits in the ancestors of mammals duplicated to …

An analogical inductive solution to the grounding problem

H Schneider - Cognitive Systems Research, 2023 - Elsevier
Abstract The Causal Cognitive Architecture 5, a brain inspired cognitive architecture, is
presented. The navigation map which holds features, procedures, and linkages in its …

Artificial Intelligence in Schizophrenia

H Schneider - Artificial Intelligence in Medicine, 2022 - Springer
Principles and methods in artificial intelligence applied to the research, diagnosis, and
treatment of schizophrenia and related disorders are reviewed from the 1980s to 2020 …

Analogical problem solving in the causal cognitive architecture

H Schneider - International Conference on Artificial General …, 2022 - Springer
Abstract The Causal Cognitive Architecture 3 is a biologically inspired cognitive architecture
based heavily on navigation maps—arrays holding spatial navigation information about the …

A Brain-Inspired Cognitive Architecture (BICA) Approach to the Neurosymbolic Gap

H Schneider - Biologically Inspired Cognitive Architectures Meeting, 2023 - Springer
In this paper we consider a brain-inspired cognitive architecture approach to the
neurosymbolic gap. The difference in the abilities of artificial neural networks (eg, excellent …

Applying Principles from Medicine Back to Artificial Intelligence

H Schneider - Artificial Intelligence in Medicine, 2021 - Springer
As artificial intelligence (AI) advances emerge, they are often incorporated into the field of
medicine. However, the reverse of this process is an important one also—many of the …