Ikuti
Mikail Khona
Mikail Khona
Research Scientist, NVIDIA
Email yang diverifikasi di nvidia.com - Beranda
Judul
Dikutip oleh
Dikutip oleh
Tahun
Attractor and integrator networks in the brain
M Khona, IR Fiete
Nature Reviews Neuroscience 23 (12), 744-766, 2022
2392022
No free lunch from deep learning in neuroscience: A case study through models of the entorhinal-hippocampal circuit
R Schaeffer, M Khona, I Fiete
Advances in neural information processing systems 35, 16052-16067, 2022
692022
Reverse-engineering recurrent neural network solutions to a hierarchical inference task for mice
R Schaeffer, M Khona, L Meshulam, IB Laboratory, IR Fiete
Advances in Neural Information Processing Systems 33, 4584-4596, 2020
402020
Double descent demystified: Identifying, interpreting & ablating the sources of a deep learning puzzle
R Schaeffer, M Khona, Z Robertson, A Boopathy, K Pistunova, JW Rocks, ...
arXiv preprint arXiv:2303.14151, 2023
302023
Large language models surpass human experts in predicting neuroscience results
X Luo, A Rechardt, G Sun, KK Nejad, F Yáñez, B Yilmaz, K Lee, ...
Nature human behaviour, 1-11, 2024
202024
Self-supervised learning of representations for space generates multi-modular grid cells
R Schaeffer, M Khona, T Ma, C Eyzaguirre, S Koyejo, I Fiete
Advances in Neural Information Processing Systems 36, 2024
172024
Growing brains: Co-emergence of anatomical and functional modularity in recurrent neural networks
Z Liu, M Khona, IR Fiete, M Tegmark
arXiv preprint arXiv:2310.07711, 2023
132023
How capable can a transformer become? a study on synthetic, interpretable tasks
R Ramesh, M Khona, RP Dick, H Tanaka, ES Lubana
arXiv preprint, 2023
122023
From smooth cortical gradients to discrete modules: spontaneous and topologically robust emergence of modularity in grid cells
M Khona, S Chandra, IR Fiete
bioRxiv, 2021.10. 28.466284, 2022
10*2022
Winning the lottery with neural connectivity constraints: Faster learning across cognitive tasks with spatially constrained sparse rnns
M Khona, S Chandra, JJ Ma, IR Fiete
Neural Computation 35 (11), 1850-1869, 2023
9*2023
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks
R Ramesh, ES Lubana, M Khona, RP Dick, H Tanaka
Forty-first International Conference on Machine Learning, 0
6
Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Large Language Models
S Duan, M Khona, A Iyer, R Schaeffer, IR Fiete
arXiv preprint arXiv:2406.14549, 2024
52024
Caenorhabditis elegans foraging patterns follow a simple rule of thumb
G Madirolas, A Al-Asmar, L Gaouar, L Marie-Louise, A Garza-Enríquez, ...
Communications Biology 6 (1), 841, 2023
42023
Efficient online inference for nonparametric mixture models
R Schaeffer, B Bordelon, M Khona, W Pan, IR Fiete
Uncertainty in Artificial Intelligence, 2072-2081, 2021
42021
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
M Khona, M Okawa, J Hula, R Ramesh, K Nishi, R Dick, ES Lubana, ...
arXiv preprint arXiv:2402.07757, 2024
32024
An information-theoretic understanding of maximum manifold capacity representations
B Isik, V Lecomte, R Schaeffer, Y LeCun, M Khona, R Shwartz-Ziv, ...
UniReps: the First Workshop on Unifying Representations in Neural Models, 2023
3*2023
Position: Maximizing neural regression scores may not identify good models of the brain
R Schaeffer, M Khona, S Chandra, M Ostrow, B Miranda, S Koyejo
UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural …, 2024
22024
Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representations
R Schaeffer, V Lecomte, DB Pai, A Carranza, B Isik, A Unell, M Khona, ...
arXiv preprint arXiv:2406.09366, 2024
22024
Bridging Associative Memory and Probabilistic Modeling
R Schaeffer, N Zahedi, M Khona, D Pai, S Truong, Y Du, M Ostrow, ...
arXiv preprint arXiv:2402.10202, 2024
2*2024
Self-organized emergence of modularity, hierarchy, and mirror reversals from competitive synaptic growth in a developmental model of the visual pathway
S Chandra, M Khona, T Konkle, IR Fiete
bioRxiv, 2024.01. 07.574543, 2024
12024
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