Publication
] Skip Connections Increase the Capacity of Associative Memories in Variable Binding Mechanisms. (2023).
CBMM-Memo-142.pdf (1.64 MB)
CBMM-Memo-142.pdf (1.64 MB) Sparse distributed memory is a continual learner. International Conference on Learning Representations (2023). at <https://openreview.net/forum?id=JknGeelZJpHP> 6086_sparse_distributed_memory_is_a.pdf (13.3 MB)
6086_sparse_distributed_memory_is_a.pdf (13.3 MB) Strong and Precise Modulation of Human Percepts via Robustified ANNs. NeurIPS 2023 (2023). at <https://proceedings.neurips.cc/paper_files/paper/2023/hash/d00904cebc0d5b69fada8ad33d0f1422-Abstract-Conference.html>
Structure learning principles of stereotype change. Psychonomic Bulletin & Review 30, 1273 - 1293 (2023).
A structured prediction approach for robot imitation learning. The International Journal of Robotics Research 43, 113 - 133 (2023).
Successor-Predecessor Intrinsic Exploration. Advances in Neural Information Processing Systems 36 (NeurIPS 2023) (2023). at <https://proceedings.neurips.cc/paper_files/paper/2023/hash/e6f2b968c4ee8ba260cd7077e39590dd-Abstract-Conference.html>
System Identification of Neural Systems: If We Got It Right, Would We Know?. Proceedings of the 40th International Conference on Machine Learning, PMLR 202, 12430-12444 (2023). han23d.pdf (797.48 KB)
han23d.pdf (797.48 KB) Teachers recruit mentalizing regions to represent learners’ beliefs. Proceedings of the National Academy of Sciences 120, (2023).
Using artificial neural networks to ask ‘why’ questions of minds and brains. Trends in Neurosciences 46, 240 - 254 (2023).
Using Multimodal DNNs to Study Vision-Language Integration in the Brain. ICLR 2023 (2023). at <https://openreview.net/pdf?id=OQQ1p0pFP4>
Zero-shot linear combinations of grounded social interactions with Linear Social MDPs. Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI) (2023).
Assumption violations in causal discovery and the robustness of score matching. 37th Conference on Neural Information Processing Systems (NeurIPS 2023) (2024). at <https://proceedings.neurips.cc/paper_files/paper/2023/file/93ed74938a54a73b5e4c52bbaf42ca8e-Paper-Conference.pdf>
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NeurIPS 2024 (2024).
Compositional sparsity of learnable functions. Bulletin of the American Mathematical Society 61, 438-456 (2024).
Compositional Sparsity of Learnable Functions. (2024). This is an update of the AMS paper (230.72 KB)
This is an update of the AMS paper (230.72 KB) Dissociable neuronal substrates of visual feature attention and working memory. Neuron 112, 850 - 863.e6 (2024).
Dissociating language and thought in large language models. Trends in Cognitive Sciences 28, 517 - 540 (2024).
For HyperBFs AGOP is a greedy approximation to gradient descent. (2024). CBMM-Memo-148.pdf (1.06 MB)
CBMM-Memo-148.pdf (1.06 MB) Formation of Representations in Neural Networks. (2024). CBMM-Memo-150.pdf (4.03 MB)
CBMM-Memo-150.pdf (4.03 MB) On Generalization Bounds for Neural Networks with Low Rank Layers. (2024). CBMM-Memo-151.pdf (697.31 KB)
CBMM-Memo-151.pdf (697.31 KB) How does the primate brain combine generative and discriminative computations in vision?. arXiv (2024). at <https://arxiv.org/abs/2401.06005>
NeuroDecodeR: a package for neural decoding in RData_Sheet_1.docx. Frontiers in Neuroinformatics 17, (2024).
On the Power of Decision Trees in Auto-Regressive Language Modeling. (2024). CBMM-Memo-149.pdf (2.11 MB)
CBMM-Memo-149.pdf (2.11 MB) RESPRECT: Speeding-up Multi-Fingered Grasping With Residual Reinforcement LearningRESPRECT: Speeding-Up Multi-Fingered Grasping With Residual Reinforcement Learning_supp1-3363532.mp4. IEEE Robotics and Automation Letters 9, 3045 - 3052 (2024).
Self-Assembly of a Biologically Plausible Learning Circuit. (2024). CBMM-Memo-152.pdf (1.84 MB)
CBMM-Memo-152.pdf (1.84 MB)