Overview
The NeurIPS 2019 workshop titled “Real Neurons & Hidden Units” invites submissions that explore the synergies between neuroscience and artificial intelligence. This workshop aims to foster discussions on how insights from neuroscience can inform AI advancements and vice versa, making it a significant event for researchers in both fields.
Background & Relevance
The intersection of neuroscience and AI is a rapidly evolving area of research. Understanding brain mechanisms can provide valuable insights for developing more robust AI systems, while AI can help decode complex neural processes. This workshop seeks to address pivotal questions that arise at this intersection, emphasizing the importance of interdisciplinary collaboration.
Key Details
- Submission Deadline: September 6, 2019, 11:59 PM Pacific Time
- Location: NeurIPS 2019
- Topics of Interest:
- Study of recurrent dynamics
- Inductive biases to guide learning
- Global versus local learning rules
- Interpretability of network activity
- Connectivity structure
- Submission Format: Contributions must be limited to four pages. Accepted papers will be invited for poster presentations, with a select few invited for short talks.
- Workshop Website: NeurIPS Workshop
Eligibility & Participation
This workshop is aimed at researchers, practitioners, and students who are exploring the interface between AI and neuroscience. Contributions should leverage findings from one field to advance the other or tackle significant questions relevant to both disciplines.
Submission or Application Guidelines
To participate, submit your work by the specified deadline. Ensure that your submission aligns with the workshop’s theme and adheres to the four-page limit. Accepted submissions will have the opportunity to present their work in poster format, with select contributions invited for oral presentations.
Additional Context / Real-World Relevance
The integration of AI and neuroscience holds promise for breakthroughs in understanding cognitive processes and improving machine learning models. This workshop is an excellent platform for sharing innovative ideas and fostering collaborations that can lead to significant advancements in both fields.
Conclusion
Researchers and practitioners are encouraged to submit their work to this workshop, which serves as a unique opportunity to contribute to the dialogue at the intersection of AI and neuroscience. Explore the workshop website for more information and prepare your submissions ahead of the deadline.
Category: CFP & Deadlines
Tags: neuroscience, artificial intelligence, neurips, workshop, deep learning, machine learning, cognitive science, inductive biases
