NeurIPS 2024 Workshop NeuroAI Submissions

Asynchronous Hebbian/anti-Hebbian networks
Henrique Reis Aguiar, Matthias H. Hennig
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Natural Language-guided Neural Encoding Benchmark for Vision
Taha Razzaq, Hisan Naeem, Asim Iqbal
- Published: 10 Oct 2024, Last Modified: 20 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
NetFormer: An interpretable model for recovering identity and structure in neural population dynamics
Wuwei Zhang, Ziyu Lu, Trung Le, Hao Wang, Uygar Sümbül, Eric Todd SheaBrown, Lu Mi
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Brain in the Dark: Design Principles for Neuromimetic Inference under the Free Energy Principle
Mehran Hossein Zadeh Bazargani, Szymon Urbas, Karl Friston
- Published: 10 Oct 2024, Last Modified: 21 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Improving out-of-distribution generalization by mimicking the human visual diet.
Spandan Madan, You Li, Mengmi Zhang, Hanspeter Pfister, Gabriel Kreiman
- Published: 10 Oct 2024, Last Modified: 25 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
A Hopfield network model of neuromodulatory arousal state
Mohammed Abdal Monium Osman, Kai Fox, Joshua Isaac Stern
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Spotlight
- Readers: Everyone
Liquid Resistance Liquid Capacitance Networks
Mónika Farsang, Sophie A. Neubauer, Radu Grosu
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Uncovering Neural Encoding Variability with Infinite Gaussian Process Factor Analysis
Changmin Yu, Máté Lengyel
- Published: 10 Oct 2024, Last Modified: 20 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Why learn if you can infer? Robot arm control with Hierarchical Active Inference
Corrado Pezzato, Christopher Buckley, Tim Verbelen
- Published: 10 Oct 2024, Last Modified: 20 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Multiple temporal credit assignment rules achieve comparable neural data similarity
Yuhan Helena Liu, Guangyu Robert Yang, Christopher J Cueva
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Dynamics Based Neural Encoding with Inter-Intra Region Connectivity
Mai Gamal, Mohamed Rashad Abdel Hamid, Eman Ehab Nasef, Seif Eldawlatly, Mennatullah Siam
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Common visual learning constraints in transformers and newborn brains: Evidence from line drawings
Lalit Pandey, Samantha Marie Waters Wood, Justin Newell Wood
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Beyond Directed Acyclic Computation Graph with Cyclic Neural Network
Liangwei Yang, Hengrui Zhang, Weizhi Zhang, Zihe Song, Jing Ma, Jiawei Zhang, Philip S. Yu
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Predictive Coding Graphs are a Superset of Feedforward Neural Networks
Björn van Zwol
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Prospective Learning: Learning for a Dynamic Future
Ashwin De Silva, Rahul Ramesh, Rubing Yang, Siyu Yu, Joshua T Vogelstein, Pratik Chaudhari
- Published: 10 Oct 2024, Last Modified: 28 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning
Dulhan Jayalath, Gilad Landau, Brendan Shillingford, Mark Woolrich, Oiwi Parker Jones
- Published: 10 Oct 2024, Last Modified: 27 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Value of Information and Reward Specification in Active Inference and POMDPs
Ran Wei
- Published: 10 Oct 2024, Last Modified: 20 Nov 2024
- NeuroAI @ NeurIPS 2024 Spotlight
- Readers: Everyone
Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building
Jaedong Hwang, Zhang-Wei Hong, Eric R Chen, Akhilan Boopathy, Pulkit Agrawal, Ila R Fiete
- Published: 10 Oct 2024, Last Modified: 21 Nov 2024
- NeuroAI @ NeurIPS 2024 Spotlight
- Readers: Everyone