All Publications
2023
“Sparse distributed memory is a continual learner”, International Conference on Learning Representations. Kigali, Rwanda, Africa, 2023.
6086_sparse_distributed_memory_is_a.pdf (13.3 MB) ,

CBMM Funded
“Preliminary evidence for selective cortical responses to music in one‐month‐old infants”, Developmental Science, 2023.
Developmental Science - 2023 - Kosakowski - Preliminary evidence for selective cortical responses to music in one‐month‐old.pdf (2.6 MB) ,

CBMM Funded
“Dynamics in Deep Classifiers Trained with the Square Loss: Normalization, Low Rank, Neural Collapse, and Generalization Bounds”, Research, vol. 6, 2023.
research.0024.pdf (5.19 MB) ,

CBMM Funded
CBMM Memo No.
141
“Feature learning in deep classifiers through Intermediate Neural Collapse”. 2023.
Feature_Learning_memo.pdf (2.16 MB) ,

CBMM Funded
“An adversarial collaboration protocol for testing contrasting predictions of global neuronal workspace and integrated information theory”, PLOS ONE, vol. 18, no. 2, p. e0268577, 2023.
journal.pone_.0268577.pdf (1.99 MB) ,

CBMM Related
“Forward learning with top-down feedback: empirical and analytical characterization”, arXiv, 2023. ,
CBMM Funded
“BrainBERT: Self-supervised representation learning for Intracranial Electrodes”, International Conference on Learning Representations. Kigali, Rwanda, Africa, 2023.
985_brainbert_self_supervised_repr.pdf (9.71 MB) ,

CBMM Funded
“For interpolating kernel machines, minimizing the norm of the ERM solution maximizes stability”, Analysis and Applications, vol. 21, no. 01, pp. 193 - 215, 2023. ,
CBMM Funded
“Cross-task specificity and within-task invariance of cognitive control processes”, Cell Reports, vol. 42, no. 1, p. 111919, 2023.
PIIS2211124722018174.pdf (3.97 MB) ,

CBMM Funded
“Dynamics in Deep Classifiers trained with the Square Loss: normalization, low rank, neural collapse and generalization bounds”, Research, 2023.
research.0024.pdf (4.05 MB) ,

CBMM Funded
“Decoding of human identity by computer vision and neuronal vision”, Scientific Reports, vol. 13, no. 1, 2023.
s41598-022-26946-w.pdf (1.88 MB) ,

CBMM Funded
CBMM Memo No.
140
“SGD and Weight Decay Provably Induce a Low-Rank Bias in Deep Neural Networks”. 2023.
Low-rank bias.pdf (2.38 MB) ,

CBMM Funded
CBMM Memo No.
139
“Norm-Based Generalization Bounds for Compositionally Sparse Neural Networks”. 2023.
Norm-based bounds for convnets.pdf (1.2 MB) ,

CBMM Funded
2022
“Look twice: A generalist computational model predicts return fixations across tasks and species”, PLOS Computational Biology, vol. 18, no. 11, p. e1010654, 2022.
journal.pcbi_.1010654.pdf (4.51 MB) ,

CBMM Funded
CBMM Memo No.
138
“How Deep Sparse Networks Avoid the Curse of Dimensionality: Efficiently Computable Functions are Compositionally Sparse”. 2022.
v1.0 (984.15 KB)
v5.2 more fine tuning (1.14 MB) ,


CBMM Funded
“Robust Feature-Level Adversaries are Interpretability Tools”, NeurIPS. New Orleans, Louisiana, 2022.
8789_robust_feature_level_adversari.pdf (3.79 MB) ,

CBMM Funded
“Representation Learning in Sensory Cortex: a theory”, IEEE Access, pp. 1 - 1, 2022.
Representation_Learning_in_Sensory_Cortex_a_theory.pdf (1.17 MB) ,

CBMM Funded
“Synthesizing theories of human language with Bayesian program inductionAbstract”, Nature Communications, vol. 13, no. 1, 2022.
s41467-022-32012-w.pdf (2.19 MB) ,

CBMM Funded
CBMM Memo No.
137
“Understanding the Role of Recurrent Connections in Assembly Calculus”. 2022.
CBMM-Memo-137.pdf (1.49 MB) ,

CBMM Funded
CBMM Memo No.
136
“System identification of neural systems: If we got it right, would we know?”. 2022.
CBMM-Memo-136.pdf (1.75 MB) ,

CBMM Funded
“Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass”, Proceedings of the 39th International Conference on Machine Learning, PMLR, vol. 162. pp. 4937-4955, 2022.
dellaferrera22a.pdf (909.91 KB) ,

CBMM Funded
“Reasoning about the antecedents of emotions: Bayesian causal inference over an intuitive theory of mind”, Proceedings of the 44th Annual Conference of the Cognitive Science Society, vol. 44. Toronto, CA, pp. 854-861, 2022.
Houlihan 2022 Proceedings of the 44th Annual Conference of the Cognitive Science Society.pdf (687.98 KB) ,

CBMM Funded
“Stochastic consolidation of lifelong memoryAbstract”, Scientific Reports, vol. 12, no. 1, 2022.
s41598-022-16407-9.pdf (2.54 MB) ,

CBMM Funded
“A computational probe into the behavioral and neural markers of atypical facial emotion processing in autism”, The Journal of Neuroscience, pp. JN-RM-2229-21, 2022. ,
CBMM Related
“Animal-to-Animal Variability in Partial Hippocampal Remapping in Repeated Environments”, The Journal of Neuroscience, vol. 42, no. 26, pp. 5268 - 5280, 2022.
5268.full_.pdf (2.97 MB) ,

CBMM Funded