NeurIPS 2024 Workshop NeuroAI Submissions

Invariant Spatiotemporal Representation Learning for Cross-patient Seizure Classification
Yuntian Wu, Yuntian Yang, Jiabao Sean Xiao, Chuan Zhou, Haochen Sui, Haoxuan Li
- Published: 10 Oct 2024, Last Modified: 07 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Neural Embedding Ranks: Aligning 3D latent dynamics with movement for long-term decoding
Chenggang Chen, Zhiyu Yang,
- Published: 10 Oct 2024, Last Modified: 20 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
A call for intrinsic learning
Andy Kitchen
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Hierarchical Control of Reaching Movements Via Compositional Gain Modulation
Alessandro Salatiello, Martin A. Giese
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Dyadic Learning in Recurrent and Feedforward Models
Rasmus Høier, Kirill Kalinin, Maxence Ernoult, Christopher Zach
- Published: 10 Oct 2024, Last Modified: 07 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Path Divergence Objective: Boundedly-Rational Decision Making in Partially Observable Environments
Tomáš Gavenčiak, David Hyland, Lancelot Da Costa, Michael J. Wooldridge, Jan Kulveit
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
The Role of Cortical Varibility in Supporting Few-shot Generalization: Theory and Empirical Evidence
Praveen Venkatesh, Jiaqi Shang, Corbett C Bennett, Sam Gale, Greggory Robert Heller, Tamina Keira Ramirez, Severine Durand, Eric Todd SheaBrown, Shawn R Olsen, Stefan Mihalas
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Homeostasis-aware Direct Spike Encoding for Deep Spiking Neural Networks
Yechan Kang, Mingyeong Seo, Jeonghee Jo, Hyun Jae Jang, Jongkil Park, Jaewook Kim, Suyoun Lee, Jinkyu Kim, Seongsik Park
- Published: 10 Oct 2024, Last Modified: 25 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
What should a neuron aim for? Designing local objective functions based on information theory
Andreas Christian Schneider, Valentin Neuhaus, David Alexander Ehrlich, Alexander S Ecker, Abdullah Makkeh, Viola Priesemann, Michael Wibral
- Published: 10 Oct 2024, Last Modified: 03 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
SynapsNet: Enhancing Neuronal Population Dynamics Modeling via Learning Functional Connectivity
Parsa Delavari, Ipek Oruc, Timothy H Murphy
- Published: 10 Oct 2024, Last Modified: 08 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Need is All You Need: Homeostatic Neural Networks Adapt to Concept Shift
Kingson Man, Antonio Damasio, Hartmut Neven
- Published: 10 Oct 2024, Last Modified: 07 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Decoupling the Contributions of Spatio-Temporal Coding: From ANNs to SNNs
Yihao Li, Hanle Zheng, Jiaxin Guo, Lei Deng
- Published: 10 Oct 2024, Last Modified: 07 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Parallel Decision-Making yields Disentangled World Models: Impact and Implications
Pantelis Vafidis, Aman Bhargava, Antonio Rangel
- Published: 10 Oct 2024, Last Modified: 20 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Population Transformer: Learning Population-level Representations of Intracranial Activity
Geeling Chau, Christopher Wang, Sabera J Talukder, Vighnesh Subramaniam, Saraswati Soedarmadji, Yisong Yue, Boris Katz, Andrei Barbu
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Neuron-Astrocyte Associative Memory
Leo Kozachkov, Jean-Jacques Slotine, Dmitry Krotov
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Learning Bayes-Optimal Representation in Partially Observable Environments via Meta-Reinforcement Learning with Predictive Coding
Po-Chen Kuo, Han Hou, Will Dabney, Edgar Y. Walker
- Published: 10 Oct 2024, Last Modified: 03 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Proliferation of cosine-tuning in both artificial spiking and cortical neural networks during learning
Tengjun Liu, Yansong Chua, Yiwei Zhang, Yuxiao Ning, Guihua Wan, Zijun Wan, Shaomin Zhang, Weidong Chen
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Towards zero-shot adaptation of predictive models of neurons encoding posterior probability
Suhas Shrinivasan, Ralf M Haefner, Fabian H. Sinz, Edgar Y. Walker
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Not so griddy: Internal representations of RNNs path integrating more than one agent
William T Redman, Francisco Acosta, Santiago Acosta-Mendoza, Nina Miolane
- Published: 10 Oct 2024, Last Modified: 03 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
A Walsh Hadamard Derived Linear Vector Symbolic Architecture
Mohammad Mahmudul Alam, Alexander Oberle, Edward Raff, Stella Biderman, Tim Oates, James Holt
- Published: 10 Oct 2024, Last Modified: 21 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Partial observation can induce mechanistic mismatches in data-constrained RNNs
William Qian, Jacob A Zavatone-Veth, Benjamin Samuel Ruben, Cengiz Pehlevan
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Doing More with Less: Computational Role of Information Structure in Neural Networks based on Entropy Maximization
Alexandre Pitti, Claudio Weidmann, Krzysztof Lebioda
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
Predictive Learning Induces Probabilistic Cognitive Maps
Yeowon Kim, Yul HR Kang
- Published: 10 Oct 2024, Last Modified: 05 Dec 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
How do Active Dendrite Networks Mitigate Catastrophic Forgetting?
Sankarshan Damle, Satya Lokam, Navin Goyal
- Published: 10 Oct 2024, Last Modified: 20 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone
RNN Replay: Leakage and Underdamped Dynamics
Josue Casco-Rodriguez, Richard Baraniuk
- Published: 10 Oct 2024, Last Modified: 20 Nov 2024
- NeuroAI @ NeurIPS 2024 Poster
- Readers: Everyone