Ila Fiete
- Key-value memory in the brain
2025/01/06 by Samuel J. Gershman, Ila Fiete, Gershman, Samuel J. +3 · 5 voices · 9 citations
Computer Science · #Cognitive Science and Mapping #cs.AI #cs.LG #q-bio.NC
- A brain-wide map of neural activity during complex behaviour
2025/09/03 by Leenoy Meshulam, Dora E. Angelaki, Julius Benson +97 · 4 voices · 43 citations
Neuroscience · #Neural dynamics and brain function #Neuroscience and Neuropharmacology Research #Memory and Neural Mechanisms
- Spike-Time-Dependent Plasticity and Heterosynaptic Competition Organize Networks to Produce Long Scale-Free Sequences of Neural Activity
2010/02/01 by Ila Fiete, Ila R. Fiete, Walter Senn +4 · 7 citations
Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Animal Vocal Communication and Behavior #Animal Behavior and Reproduction #Plant and animal studies
- Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis
2023/06/16 by Mitchell Ostrow, Ostrow, Mitchell, Adam Eisen +5 · 3 voices · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
- Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells
2023/11/04 by Rylan Schaeffer, Mikail Khona, Schaeffer, Rylan +9 · 5 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Single-cell and spatial transcriptomics #Cell Image Analysis Techniques #Neural dynamics and brain function
- Winning the lottery with neural connectivity constraints: faster learning across cognitive tasks with spatially constrained sparse RNNs
2022/07/07 by Mikail Khona, Khona, Mikail, Sarthak Chandra +5 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Propofol anesthesia destabilizes neural dynamics across cortex
2024/07/15 by Adam Eisen, Leo Kozachkov, André M. Bastos +8 · 1 voice · 3 citations
Neuroscience · Engineering · #Neural dynamics and brain function #Neuroscience and Neuropharmacology Research #Advanced Memory and Neural Computing
- Map Induction: Compositional spatial submap learning for efficient exploration in novel environments
2021/10/23 by Sugandha Sharma, Sharma, Sugandha, Aidan Curtis +8 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems
- Propofol anesthesia destabilizes neural dynamics across cortex
2023/11/25 by Adam Eisen, Leo Kozachkov, André M. Bastos +7 · 1 voice · 1 citation
Neuroscience · #Functional Brain Connectivity Studies #Neural dynamics and brain function #Neuroscience and Neuropharmacology Research
- Noisy dynamical systems evolve error correcting codes and modularity
2023/03/25 by Trevor McCourt, Ila Fiete, McCourt, Trevor +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adaptation and Self-Organizing Systems (nlin.AO) #Evolution and Genetic Dynamics #Evolutionary Algorithms and Applications #FOS: Biological sciences #FOS: Physical sciences #Gene Regulatory Network Analysis #Neurons and Cognition (q-bio.NC) #Populations and Evolution (q-bio.PE)
- Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building
2023/07/11 by Jaedong Hwang, Hwang, Jaedong, Zhang-Wei Hong +9 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Associative content-addressable networks with exponentially many robust stable states
2017/04/06 by Rishidev Chaudhuri, Ila Fiete, Chaudhuri, Rishidev +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cooperative Communication and Network Coding #DNA and Biological Computing #Error Correcting Code Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
- Compositional Generalization via Forced Rendering of Disentangled Latents
2025/01/30 by Qiyao Liang, Liang, Qiyao, Liu Ziyin +4 · 3 citations
Computer Science · Chemistry · #Geochemistry and Geologic Mapping #History and advancements in chemistry #Computational Drug Discovery Methods
- Broadcast, structured, and sequence-dominated: brain-wide computation at cellular resolution in mice
2025/08/01 by Michael Schartner, Ari Y. Liu, Ila Fiete · 1 voice · 1 citation
Neuroscience · #Neural dynamics and brain function #Neuroscience and Neural Engineering #Neuroscience and Neuropharmacology Research
- Towards Exact Computation of Inductive Bias
2024/06/22 by Akhilan Boopathy, Boopathy, Akhilan, William Yue +7 · 1 citation
Computer Science · #Rough Sets and Fuzzy Logic
- InputDSA: Demixing then Comparing Recurrent and Externally Driven Dynamics
2025/10/29 by Ann Huang, Mitchell Ostrow, Huang, Ann +9 · 1 voice · 3 citations
#q-bio.NC #cs.LG #cs.NE #q-bio.QM
- Learn Globally, Speak Locally: Bridging the Gaps in Multilingual Reasoning
2025/07/07 by Jaedong Hwang, Kumar Tanmay, Hwang, Jaedong +13 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling