Science

A mechanistic multi-area recurrent network model of decision-making NeurIPS 2021 An Aligned Subgraph Kernel Based on Discrete-Time Quantum Walk ACML 2021 A Quantum-inspired Complex-valued Representation for Encoding Sentiment Information (Student Abstract) AAAI 2021 A surprisal–duration trade-off across and within the world’s languages EMNLP 2021 A universal probabilistic spike count model reveals ongoing modulation of neural variability NeurIPS 2021 BERTology Meets Biology: Interpreting Attention in Protein Language Models ICLR 2021 Bias and variance of the Bayesian-mean decoder NeurIPS 2021 Biological learning in key-value memory networks NeurIPS 2021 Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems L4DC 2021 Can a Fruit Fly Learn Word Embeddings? ICLR 2021 Charting and Navigating the Space of Solutions for Recurrent Neural Networks NeurIPS 2021 ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision EMNLP 2021 Co-evolution Transformer for Protein Contact Prediction NeurIPS 2021 Combining Machine Learning & Reasoning for Biodiversity Data Intelligence AAAI 2021 Convergence and Alignment of Gradient Descent with Random Backpropagation Weights NeurIPS 2021 Directional Message Passing on Molecular Graphs via Synthetic Coordinates NeurIPS 2021 EeLISA: Combating Global Warming Through the Rapid Analysis of Eelgrass Wasting Disease AAAI 2021 Entangled Kernels - Beyond Separability JMLR 2021 Exponentially Many Local Minima in Quantum Neural Networks ICML 2021 Fidelity-based Deep Adiabatic Scheduling ICLR 2021 Fitting summary statistics of neural data with a differentiable spiking network simulator NeurIPS 2021 GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles NeurIPS 2021 High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras CVPR 2021 Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity NeurIPS 2021 Investigating non lexical markers of the language of schizophrenia in spontaneous conversations EMNLP 2021