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Workshop

NeuroAI: Fusing Neuroscience and AI for Intelligent Solutions

Forough Habibollahi · Moein Khajehnejad · Adeel Razi · Jason Eshraghian · Noor Sajid · Anthony M Zador · Yoshua Bengio
Project Page [ OpenReview] 

Abstract

Video

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Schedule

Timezone: America/Los_Angeles
8:25 AM
Spotlight Talk 1 Spotlight
Ran Wei
8:40 AM
Spotlight Talk 2 Spotlight
Jaedong Hwang · Zhang-Wei Hong · Eric Chen · Akhilan Boopathy · Pulkit Agrawal · Ila Fiete
8:55 AM
Spotlight Talk 3 Spotlight
Mohammed Osman · Kai Fox · Joshua Stern
9:10 AM
Coffee Break
9:30 AM
Keynote 1 Keynote
Karl Friston
10:05 AM
Keynote 2 Keynote
Doina Precup
10:40 AM
Keynote 3 Keynote
Max Welling
11:15 AM
Panel Discussion Discussion
Karl Friston · Yoshua Bengio
12:15 PM
Lunch Break
1:25 PM
Keynote 4 Keynote
Maryam Shanechi
2:00 PM
Keynote 5 Keynote
Rafal Bogacz
2:35 PM
Keynote 6 Keynote
Eva Dyer
3:10 PM
NeuroAI at NIH/BRAIN Initiative Talk
Joseph Monaco
Asynchronous Hebbian/anti-Hebbian networks Poster
Henrique Reis Aguiar · Matthias Hennig
Decoupling the Contributions of Spatio-Temporal Coding: From ANNs to SNNs Poster
Yihao Li · Hanle Zheng · Jiaxin Guo · Lei Deng
Partial observation can induce mechanistic mismatches in data-constrained RNNs Poster
William Qian · Jacob Zavatone-Veth · Ben Ruben · Cengiz Pehlevan
Natural Language-guided Neural Encoding Benchmark for Vision Poster
Taha Razzaq · Hisan Naeem · Asim Iqbal
Dyadic Learning in Recurrent and Feedforward Models Poster
Rasmus Høier · Kirill Kalinin · Maxence Ernoult · Christopher Zach
Multiple temporal credit assignment rules achieve comparable neural data similarity Poster
Yuhan Helena Liu · Guangyu Robert Yang · Christopher Cueva
Population Transformer: Learning Population-level Representations of Intracranial Activity Poster
Geeling Chau · Christopher Wang · Sabera Talukder · Vighnesh Subramaniam · Saraswati Soedarmadji · Yisong Yue · Boris Katz · Andrei Barbu
Neuron-Astrocyte Associative Memory Poster
Leo Kozachkov · Jean-Jacques Slotine · Dmitry Krotov
The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning Poster
Dulhan Jayalath · Gilad Landau · Brendan Shillingford · Mark Woolrich · Oiwi Parker Jones
NetFormer: An interpretable model for recovering identity and structure in neural population dynamics Poster
Wuwei Zhang · Ziyu Lu · Trung Le · Hao Wang · Uygar Sümbül · Eric Shea-Brown · Lu Mi
Beyond Directed Acyclic Computation Graph with Cyclic Neural Network Poster
Liangwei Yang · Hengrui Zhang · Weizhi Zhang · Zihe Song · Jing Ma · Jiawei Zhang · Philip S Yu
Why learn if you can infer? Robot arm control with Hierarchical Active Inference Poster
Corrado Pezzato · Christopher L Buckley · Tim Verbelen
Homeostasis-aware Direct Spike Encoding for Deep Spiking Neural Networks Poster
Yechan Kang · Mingyeong Seo · Jeonghee Jo · Hyun Jae Jang · Jongkil Park · Jaewook Kim · Suyoun Lee · Jinkyu Kim · Seongsik Park
Proliferation of cosine-tuning in both artificial spiking and cortical neural networks during learning Poster
Tengjun Liu · Yansong Chua · Yiwei Zhang · Yuxiao Ning · Guihua Wan · Zijun Wan · Shaomin Zhang · Weidong Chen
Improving out-of-distribution generalization by mimicking the human visual diet. Poster
Spandan Madan · You Li · Mengmi Zhang · Hanspeter Pfister · Gabriel Kreiman
RNN Replay: Leakage and Underdamped Dynamics Poster
Josue Casco-Rodriguez · Richard Baraniuk
How do Active Dendrite Networks Mitigate Catastrophic Forgetting? Poster
Sankarshan Damle · Satya Lokam · Navin Goyal
Dynamics Based Neural Encoding with Inter-Intra Region Connectivity Poster
Mai Gamal · Muhammed Abdel Hamid · Eman Nasef · Seif Eldawlatly · Mennatullah Siam
Prospective Learning: Learning for a Dynamic Future Poster
Ashwin De Silva · Rahul Ramesh · Rubing Yang · Siyu Yu · Joshua T Vogelstein · Pratik Chaudhari
Not so griddy: Internal representations of RNNs path integrating more than one agent Poster
William Redman · Francisco Acosta · Santiago Acosta-Mendoza · Nina Miolane
Invariant Spatiotemporal Representation Learning for Cross-patient Seizure Classification Poster
Yuntian Wu · Yuntian Yang · Jiabao Sean Xiao · Haochen Sui · Haoxuan Li
Liquid Resistance Liquid Capacitance Networks Poster
Mónika Farsang · Sophie Neubauer · Radu Grosu
What should a neuron aim for? Designing local objective functions based on information theory Poster
Andreas Schneider · Valentin Neuhaus · David A. Ehrlich · Alexander Ecker · Abdullah Makkeh · Viola Priesemann · Michael Wibral
Towards zero-shot adaptation of predictive models of neurons encoding posterior probability Poster
Suhas Shrinivasan · Ralf Haefner · Fabian Sinz · Edgar Walker
A Walsh Hadamard Derived Linear Vector Symbolic Architecture Poster
Mohammad Mahmudul Alam · Alexander Oberle · Edward Raff · Stella Biderman · Tim Oates · James Holt
Path Divergence Objective: Boundedly-Rational Decision Making in Partially Observable Environments Poster
Tomáš Gavenčiak · David Hyland · Lancelot Da Costa · Michael Wooldridge · Jan Kulveit
The Role of Cortical Varibility in Supporting Few-shot Generalization: Theory and Empirical Evidence Poster
Praveen Venkatesh · Jiaqi Shang · Corbett Bennett · Sam Gale · Greggory Heller · Tamina Ramirez · Severine Durand · Eric Shea-Brown · Shawn Olsen · Stefan Mihalas