Discrete signaling mediates chaotic regularization in recurrent neural networks
Jan Bauer, Christian Keup, Jonathan Kadmon, Moritz Helias
https://t.co/tIPn7fbQlX [๐-๐๐๐.๐ฝ๐ฒ ๐๐๐๐-๐๐๐.๐๐๐-๐๐]
SC-TauPath: A Structural Connectivity Attribution Framework for Mapping Tau Propagation Pathways in Alzheimer's Disease
Jing Zhang, Norman Scheel, Minheng Chen, Tong Chen, Yanjun Lyu, David C. Zhu, Rong Zhang, Dajiang Zhu
https://t.co/PEQfiXglTc [๐-๐๐๐.๐ฝ๐ฒ ๐๐.๐ป๐ถ]
The Variance Brain Foundation Models Forgot: Third-Order Statistics Predict Cognition Where Billion-Parameter Models Fail
Giovanni Marraffini, Gabriel Mahuas, Trinidad Borrell, Victoria Shevchenko, Demian Wassermann
https://t.co/b3aQCdRZeb [๐-๐๐๐.๐ฝ๐ฒ ๐๐.๐ฐ๐ธ]
Short-Term Synaptic Plasticity Stabilizes Goal-Conditioned Dynamics in a PFC-Inspired Reservoir Model for Multistep Goal-Directed Action Planning
Jin Nakamura, Yuichi Katori
https://t.co/smhFwhDud4 [๐-๐๐๐.๐ฝ๐ฒ ๐๐.๐ฝ๐ด]
๐ฌSubmitted to Neural Networks
How Optimality Structures Sparse Dictionaries: A Theory for Understanding SAE Representations
William Dorrell
https://t.co/SmBVKweOHY [๐-๐๐๐.๐ฝ๐ฒ ๐๐.๐ป๐ถ]
Unveiling the shared grey matter signature between Alzheimer's and Parkinson's Disease
Vishaak Gangasandra, Finn Blain, Elise Delzant, Michelle Lupton, Miguel Renterรญa, Sarah Medland, Baptiste Couvy-duchesne
https://t.co/ZozQgfsXmK [๐-๐๐๐.๐ฝ๐ฒ]
The Neuromorphic Supremacy
Yuliya Tsybina, Ivan Y. Tyukin, Alexander N. Gorban, Victor Kazantsev, Dianhui Wang, Susanna Gordleeva
https://t.co/YHyrkdUBV2 [๐-๐๐๐.๐ฝ๐ฒ]
Feature leakage and the identifiability of direct-dependency entropy models of neural activity
Houman Safaai, Bernardo L. Sabatini
https://t.co/A4lnECTnRr [๐-๐๐๐.๐ฝ๐ฒ ๐-๐๐๐.๐๐ผ ๐๐๐๐.๐ผ๐ด]
Cortex and subcortex play distinct roles over learning when cortical memory is limited
Matthew Farrell, Taro Toyoizumi
https://t.co/6nFmWAAvPu [๐-๐๐๐.๐ฝ๐ฒ ๐๐.๐ป๐ถ]