1 citations · 1 across the 7 of their papers we have counts for
7 papers
How does Chain of Thought decompose complex tasks?
Amrut Nadgir, Vijay Balasubramanian, Pratik Chaudhari
Many language tasks can be modeled as classification problems where a large language model (LLM) is given a prompt and selects one among many possible answers. We show that the cla…
A simple model of co-emergence of grid and place fields
Zhaoze Wang, Genela Morris, Dori Derdikman +2
Grid cells in the medial entorhinal cortex and place cells in the hippocampus together support spatial navigation. The two regions are reciprocally connected, and there is a chicke…
Contrastive learning in tunable dynamical systems
Menachem Stern, Adam G. Frim, Raúl Candás +2
We generalize the theory of supervised contrastive learning, previously applied to physical systems at equilibrium or steady state, to systems following any dynamics described by c…
When and Where: A Model Hippocampal Network Unifies Formation of Time Cells and Place Cells
Qiaorong S. Yu, Zhaoze Wang, Vijay Balasubramanian
Hippocampal place and time cells encode spatial and temporal aspects of experience. Both have the same neural substrate, but have been modeled as having different functions and mec…
REMI: Reconstructing Episodic Memory During Internally Driven Path Planning
Zhaoze Wang, Genela Morris, Dori Derdikman +2
Grid cells in the medial entorhinal cortex (MEC) and place cells in the hippocampus (HC) both form spatial representations. Grid cells fire in triangular grid patterns, while place…
Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences
Zhaoze Wang, Ronald W. Di Tullio, Spencer Rooke +1
The vertebrate hippocampus is believed to use recurrent connectivity in area CA3 to support episodic memory recall from partial cues. This brain area also contains place cells, who…