| 01/28/2025 |
Gabriel Kreiman |
Neuroscience-Inspired Artificial Intelligence. Hassabis et al. Neuron 2017 |
| 02/04/2025 |
Richard Born |
Illusions, delusions, and your Backwards Bayesian Brain: A Biased Visual Perspective. Born et al. Brain, Behavior, and Evolution 2021
Evolving Images for Visual Neurons Using a Deep Generative Network Reveals Coding Principles and Neuronal Preferences. Ponce et al. Cell 2019
|
| 02/11/2025 |
Haim Sompolinsky |
The Geometry of Concept Learning |
| 02/18/2025 |
Thomas Serre |
Deep Learning: The Good, the Bad, and the Ugly. Serre, Annual Review of Vision 2019. |
| 02/25/2025 |
Bill Lotter |
Deep predictive coding networks for video prediction and unsupervised learning. Lotter et al, ICLR 2017 |
| 03/04/2025 |
Tomer Ullman |
Mind games: Game engines as an architecture for intuitive physics. Ullman et al. TICS 2017
Bayesian models of conceptual development: learning as building models of the world. Ullman et al. Ann. Rev. Psychology 2020
|
| 03/11/2025 |
Isaac Kohane |
TBD |
| 03/18/2025 |
No class (spring break) |
Read a classic during Spring Break. Alan Turing: Computing machinery and intelligence (1950)
And/or read a fun book. Brain Christian: The most human human. What talking with comptuers teaches us about what it means to be alive (1984).
|
| 03/25/2025 |
Cass Sunstein |
Sunstein. Artificial intelligence and the first amendment (2023) |
| 04/01/2025 |
Kanaka Rajan |
Perich and Rajan. Rethinking brain-wide interactions through multi-region 'network of networks' models (Curr Op Neurobiol 2020).
Perich et al. Inferring brain-wide interactions using data-constrained recurrent neural network models (bioRxiv 2021). |
| 04/08/2025 |
Jan Drugowitsch |
Pouget, Beck, Ma & Latham (2013). Probabilistic brains: knowns and unknowns. Nature Neuroscience. doi:10.1038/nn.3495
Drugowitsch, Mendonça, Mainen & Pouget (2013). Learning optimal decisions with confidence. PNAS.
|
| 04/15/2025 |
Andrei Barbu |
TBD
|
| 04/22/2025 |
Cengiz Pehlevan |
Population codes enable learning from few examples by shaping inductive bias. Bordelon and Pehlevan. bioRxiv 2021 |
| 04/29/2025 |
Gabriel Kreiman |
Regulating advanced artificial agents. Cohen et al 2024.
Debates on the nature of Artificial General Intelligence. Mitchell 2024. |
| 05/06/2025 |
Students |
Student presentations |
| 05/13/2025 |
Students |
Student presentations |
