Our preprint is finally out! How can we understand the role of Behavioral Timescale Synaptic Plasticity in credit assignment? Does it fit into existing supervised and unsupervised learning frameworks? What theoretical gaps are still left unexplained?.

RT @keyonV: Summary:.1. We propose inductive bias probes: a model's inductive bias reveals its world model. 2. Foundation models can have g….

RT @TAsabuki: 🚀Out in PNAS!.We find that recurrent networks trained with the predictive plasticity rules explain many features of predictio….

RT @TAsabuki: Another paper on embedding stimulus statistics just got published @eLife!."Predictive learning rules generate a cortical-like….

RT @TAsabuki: Now in.@eLife.“Biologically plausible excitatory/inhibitory plasticity rules in recurrent spiking networks embed state-transi….

RT @FishKQian: My work about “Experience-dependent place-cell referencing in hippocampal area CA1” is now online in #NatureNeuro. A team ef….

RT @NatureNeuro: Insight into place field formation in general, and specifically how the #hippocampus adaptively remaps for flexible goal-d….

RT @Sheffield_Lab: Our latest research, led by @AntoineMadar, on what #SynapticPlasticity rules shape CA1 and CA3 representations in the hi….

RT @ClopathLab: Want to hear more about how feedback can guide learning in RNNs for motor adaptation. Here is our new paper in Nat. Com. wi….

RT @sunw37: 1/12 How do animals build an internal map of the world? In our new paper, we tracked thousands of neurons in mouse CA1 over day….

RT @abhiramiyer: 🧠 A story about the brain, told through self-supervised learning:. Grid cells, known for mapping physical spaces, also app….

RT @biorxiv_neursci: Hippocampal OLM interneurons regulate CA1 place cell plasticity and remapping #biorxiv_neursci.

RT @TomNotGeorge: What are the brain’s “real” tuning curves? . Our new preprint "SIMPL: Scalable and hassle-free optimisation of neural rep….

RT @biorxiv_neursci: Recurrent Connectivity Shapes Spatial Coding in Hippocampal CA3 Subregions #biorxiv_neursci.

RT @neuroAnant: Our latest work got published We found that behavioral time scale plasticity (BTSP), which is rele….

RT @CGrienberger: 🚨Pls RT: My group @BrandeisNeuro is recruiting. If you are interested in mechanisms of learning in the brain, in vivo cir….

RT @hiallen72: Perpetual step-like restructuring of hippocampal circuit dynamics

RT @dileeplearning: Excited to have this out! A blog and tweet thread to follow soon.

RT @dlevenstein: The degree of rigor by Colin (et al) to formalize what’s meant by “biologically plausible” in terms of locality (TL;DR whi….

📜Now in @NatureComms :.We propose an alternate theory of "RPE-like" DA transients, in which DA's "goal" is to facilitate learning of temporal bases for reward predictive cues (not necessarily to encode a strict RPE). w/.Harel Shouval.@ClopathLab.