Pitkow, Xaq
- Reviving and Improving Recurrent Back-Propagation
2018/03/16 by Renjie Liao, Liao, Renjie, Yuwen Xiong +13 · 10 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural Networks and Reservoir Computing
- Intrinsic Goals for Autonomous Agents: Model-Based Exploration in Virtual Zebrafish Predicts Ethological Behavior and Whole-Brain Dynamics
2025/05/30 by Reece Keller, Alyn Kirsch, Keller, Reece +9 · 7 voices · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Zebrafish Biomedical Research Applications #Reinforcement Learning in Robotics
- Learning From Brains How to Regularize Machines
2019/11/11 by Zhe Li, Li, Zhe, Wieland Brendel +17 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neurons and Cognition (q-bio.NC) #cs.AI #cs.CV #cs.LG #q-bio.NC
- Improved memory in recurrent neural networks with sequential non-normal dynamics
2019/05/31 by A. Emin Orhan, Xaq Pitkow, Orhan, A. Emin +1 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Exact feature probabilities in images with occlusion
2010/03/15 by Xaq Pitkow, Pitkow, Xaq · 1 citation
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Vision and Imaging #Color Science and Applications #Data Analysis #FOS: Biological sciences #FOS: Physical sciences #Neurons and Cognition (q-bio.NC) #Statistics and Probability (physics.data-an) #Visual perception and processing mechanisms
- Inference in Probabilistic Graphical Models by Graph Neural Networks
2018/03/21 by Yoon, KiJung, Liao, Renjie, Xiong, Yuwen +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Neuromatch Academy: Teaching Computational Neuroscience with global accessibility
2020/12/15 by van Viegen, Tara, Akrami, Athena, Bonnen, Kate +32 · 1 citation
#FOS: Biological sciences #Other Quantitative Biology (q-bio.OT)
- Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics
2020/09/26 by Minhae Kwon, Saurabh Daptardar, Kwon, Minhae +5 · 1 citation
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering