Title Page -- Preface -- BICA 2011 Conference Committees -- Contents -- Conference Papers and Extended Abstracts -- Biologically Inspired Cognitive Architectures: One More Step Forward -- Evaluating the Contribution of Top-Down Feedback and Post-Learning Reconstruction -- Computational Modeling of Therapies Related to Cognitive Vulnerability and Coping -- Natural Human Robot Meta-Communication Through the Integration of Android's Sensors with Environment Embedded Sensors -- Towards a Biologically-Inspired Model for Relational Mapping Using Spiking Neurons -- Rapid Prototyping of a Cognitive System for Pediatric Telephone Triage Tutoring -- Learning Categories with Invariances in a Neural Network Model of Prefrontal Cortex -- Towards Externalist Robotics -- An Innovative Mobile Phone Based System for Humanoid Robot Expressing Emotions and Personality -- Fusing Symbolic and Decision-Theoretic Problem Solving + Perception in a Graphical Cognitive Architecture -- From Biology to Inspiration and Back: Is the Pallidal Complex a Reservoir? -- Architectures of Complex Learning Systems -- The Role of the Predicted Present in Artificial and Natural Cognitive Systems -- Evolving Neural Networks for Artificial Intelligence -- Data Formats in Multineuronal Systems and Brain Reverse Engineering -- Parallel and Serial Components in Human-Like Intelligence -- Narrative Is a Key Cognitive Competency -- Automatic Verb Valency Pattern Recognition -- Vision and Emotional Flow in a Cognitive Architecture for Human-Machine Interaction -- Cognitive Meta-Learning of Syntactically Inferred Concepts -- Integrative General Intelligence for Controlling Game AI in a Minecraft-Like Environment -- ASKNet: Leveraging Bio-Cognitive Models in Natural Language Processing -- Human-Artificial-Intelligence Hybrid Learning Systems -- The What, Why and How of the BI in BICA.

On the Simulation of Human Frailty -- Adaptive Recall in Hippocampus -- A Conceptual Space Architecture for Widely Heterogeneous Robotic Systems -- From Repetition Suppression in Stroop to Backward Inhibition in Task Switching: An Example of Model Reusability -- Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network -- Conscious Expectation System -- The Roots of Trust: Cognition Beyond Rational -- Four Processing Modes of in situ Human Behavior -- SPIRE - A BICA-Emulated Strategic Decision Support System -- Recognizing Geospatial Patterns with Biologically-Inspired Relational Reasoning -- Neuromorphic and Brain-Based Robots -- Development of a Robot that Cognizes and Learns Unknown Events -- Computational Hypothesis for Maturing Out of Addiction and Mindfulness-Based Cognitive Techniques -- Does Radical Externalism Suggest How to Implement Machine Consciousness? -- Anthropological, Socio-Biological Framework as Master Architect of Human Cognitive Architectures -- IARPA's ICArUS Program: Brain-Inspired Cognitive Models for Intelligence Analysis -- Towards a Biologically Inspired Question-Answering Neural Architecture -- A Computational Agent Model for Post-Traumatic Stress Disorders -- Interacting Complementary Learning Systems in Brains and Machines -- Innate and Learned Emotion Network -- The Computational Basis of Emotions and Implications for Cognitive Architectures -- Contrasting Infant Perception Data with a Reinforcement Learning Visual Search Model -- Neurally and Mathematically Motivated Architecture for Language and Cognition -- Small Brain Model Architectures -- Physics-Based Simulation in the CASTLE Environment -- Evolutionary Approach to Investigations of Cognitive Systems -- Genetic Construction of a Heterogeneous Network Controlling a Simple Simulated Autonomous Robot with Learning.

The Case for Including Physiology in Cognitive Modeling -- Learning to Find Structure in a Complex World -- Biologically Inspired Feature Creation for Multi-Sensory Perception -- Mental Imagery in a Graphical Cognitive Architecture -- Learning and Self-Regulation Through Integrated Agent-Based System -- Connecting Cognitive and Neural Models -- Bridging the Gap: A Neurally Plausible Functional Model of Sensemaking -- Measuring the Critical Mass of a Universal Learner -- A Model of Emotion as Patterned Metacontrol -- Serial from Parallel, Unity from Multiplicity: What Emerges from Global Workspace Architecture -- First Order Logic Concepts in Fluid Construction Grammar -- Extended Sparse Distributed Memory -- Neural Planning and Reasoning Using the Synaptic Connections of the Basal Ganglia and Thalamus -- A Plausible Logic Inference Engine -- Analytic General Intelligence: Constructing Space+Time for the Lowen Model -- Cognitive Control as a Gated Cortical Net -- MoNAD Structure and the Self-Awareness -- Learning Hierarchical Sparse Representations Using Iterative Dictionary Learning and Dimension Reduction -- A Computational Agent Model Using Internal Simulation to Generate Emotional Dream Episodes -- Physiological Model-Based Decision Making on Distribution of Effort over Time -- Novel Heat Exchange Role of Falx-Tentorium as Vital Constraint on Neurocognitive Architectures -- Second Life Foraging: An Ecologically-Inspired Task to Drive Biologically-Inspired Cognitive Architectures -- Reconciling Autonomy with Utility: A Roadmap and Architecture for Cognitive Development -- A Multimodal Hypertensor Architecture for Association Formation -- Recursive Subgoals Discovery Based on the Functional Systems Theory -- Extracting Episodic Memory Feature Relevance Without Domain Knowledge.

Architectural Requirements & Implications of Consciousness, Self, and "Free Will" -- Access to Symbolization and Associativity Mechanisms in a Model of Conscious and Unconscious Processes -- Manifesto -- On a Roadmap to Biologically Inspired Cognitive Agents -- Reviews and Late-Breaking Materials -- VideoPanels Experience: From BICA Challenge to Metacognition -- Towards Cognitively Informed Models of Memory Storage, Retrieval and Processing in the Nervous System -- Comparative Analysis of Implemented Cognitive Architectures -- Subject Index -- Author Index.