Conor Houghton

1. Monitoring spike train synchrony
   2012/09/28 by Thomas Kreuz, Daniel Chicharro, Kreuz, Thomas +7 · 4 citations
   Neuroscience · #Biological Physics (physics.bio-ph) #Data Analysis #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph) #Methodology (stat.ME) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Neuroscience and Neuropharmacology Research #Photoreceptor and optogenetics research #Statistics and Probability (physics.data-an)
2. Residual Stream Analysis with Multi-Layer SAEs
   2024/09/06 by T.V. Lawson, Lawson, Tim, Lucy Farnik +5 · 8 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
3. Adaptive Estimators Show Information Compression in Deep Neural Networks
   2019/02/24 by Ivan Chelombiev, Chelombiev, Ivan, Conor Houghton +3 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
4. Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations
   2025/02/25 by Lucy Farnik, T.V. Lawson, Farnik, Lucy +5 · 5 citations
   Computer Science · Physics and Astronomy · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
5. Modeling Nonlinear Oscillator Networks Using Physics-Informed Hybrid Reservoir Computing
   2024/11/07 by Conor Houghton, Shannon, Andrew, Houghton, Conor +4 · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.6 #I.6.3 #I.6.5 #J.2 #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Nonlinear Dynamics and Pattern Formation #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Evolving language compositionality in a frequency-structured meaning space
   2026/07/31 by Fabio De Ponte, Eloise Gaines-White, Conor Houghton +1
   Computer Science · #cs.CL