Dmitri B. Chklovskii
- Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution
2022/10/15 by Anthony Zador, Anthony M. Zador, Zador, Anthony +64 · 2 voices · 18 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computability, Logic, AI Algorithms #Reinforcement Learning in Robotics #cs.AI #q-bio.NC
- Neuroscience-inspired online unsupervised learning algorithms
2019/08/05 by Cengiz Pehlevan, Pehlevan, Cengiz, Dmitri B. Chklovskii +1 · 4 citations
Computer Science · #Blind Source Separation Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
- Super-resolution using Sparse Representations over Learned Dictionaries:\n Reconstruction of Brain Structure using Electron Microscopy
2012/10/01 by Tao Hu, Juan Nunez-Iglesias, Hu, Tao +15 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Advanced Fluorescence Microscopy Techniques #Computer Vision and Pattern Recognition (cs.CV) #Electron and X-Ray Spectroscopy Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC)
- Biologically plausible single-layer networks for nonnegative independent component analysis
2020/10/23 by David Lipshutz, Lipshutz, David, Cengiz Pehlevan +3 · 1 citation
Computer Science · Neuroscience · #Blind Source Separation Techniques #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity
2023/02/20 by David Lipshutz, Lipshutz, David, Yanis Bahroun +7 · 1 citation
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
- Adaptive whitening with fast gain modulation and slow synaptic plasticity
2023/08/25 by Lyndon Duong, Duong, Lyndon R., Eero P. Simoncelli +5 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Neuronal Temporal Filters as Normal Mode Extractors
2024/01/06 by Siavash Golkar, Jules J. Berman, Golkar, Siavash +9 · 1 citation
Computer Science · Neuroscience · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (stat.ML) #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Systems and Control (eess.SY) #electronic engineering #information engineering #stochastic dynamics and bifurcation
- A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation
2025/12/29 by Shanshan Qin, Joshua L. Pughe-Sanford, Qin, Shanshan +12 · 3 voices
Neuroscience · Engineering · Biochemistry, Genetics and Molecular Biology · #Neurobiology and Insect Physiology Research #Advanced Memory and Neural Computing #Retinal Development and Disorders