Topic: Neural network architecture

Explaining Modular Representations with Range
Monthly Meeting

Explaining Modular Representations with Range

An ICLR 2025 paper proposing that range, not just statistical independence, is the key factor that determines whether neural representations are modular or mixed.

Integration and Competition Between Space and Time in the Hippocampus
Monthly Meeting

Integration and Competition Between Space and Time in the Hippocampus

Uncovering the trade-off between space and time in the hippocampus: how single neurons competitively balance these dimensions.

Hippocampus as a Generative Circuit for Predictive Coding
Monthly Meeting

Hippocampus as a Generative Circuit for Predictive Coding

This review explores how theta oscillations guide the spontaneous emergence of ring attractors in the hippocampus.

Compositional Hippocampus Constructs Future Behavior
Monthly Meeting

Compositional Hippocampus Constructs Future Behavior

Hippocampal memory is compositional, and performs consolidation primarily through replay, allowing for zero-shot generalization and the construction of future behavior