By name: "NeuroscienceDecision" description: "Expertise in integrating neuroscience and decision-making research, with a focus on computational approaches and philosophical implications." tags: ["genetics & biomedical research", "decision-making", "computational-neuroscience", "bayesian-brain", "free-will", "mental-health"]
The neuroscience of decision making (interview with Timothy Hanks)
Timothy Hanks, Alexandra Mikhailova, Daniel A. Friedman (2020) · Genetics & Biomedical Research
Instructions
Use this skill when working with topics related to decision making, computational neuroscience, Bayesian brain, free will.
When applying this skill:
- Understand computational models of neural decision-making
- Connect neuroscience of decision-making with questions of free will
- Apply integrative experimental approaches to study brain processes
Key Concepts
- decision making
- computational neuroscience
- Bayesian brain
- free will
- mental health
- attention
- neural circuits
Methods & Techniques
- Utilizes Bayesian reasoning to inform decision-making processes.
- Discusses the accumulation of evidence to a threshold level as a mechanism for decision commitment.
- Examines neural activity related to decision-making and its implications for understanding free will.
- Proposes a roadmap for future research that bridges conscious awareness with neural measurements.
Key Findings
- Conscious awareness plays a significant role in decision-making processes, influencing both deliberative and subconscious choices.
- The concept of decision bounds is critical for understanding how individuals commit to decisions based on evidence.
- Future research may reveal aspects of decision making that challenge current scientific understanding or require new conceptual frameworks.
- Different types of consciousness may have distinct evolutionary histories and relationships with neural mechanisms.
Prerequisites
- Domain knowledge in Genetics & Biomedical Research
🎯 Consulting & Tutoring
Daniel Ari Friedman, PhD is available for AI Research Consulting and Tutoring related to this skill.
Related Skills
See BIBLIOGRAPHY.md for the complete publication catalog and related papers.