Author: Becker, Suzanna; Thrun, Sebastian & Obermayer, Klaus; editors:
Title: Advances in Neural Information Processing Systems 15: Proceedings of the 2002 Conference
Description: Cambridge [MA], MIT Press, (2003). orig.boards. 26x18cm, xxv,1687 pp. Minor rubbing. Some light page-edge soil. VG. ¶ Contains 210 papers concerning Cognitive Science / Artificial Intelligence;Neuroscience; Theory; Algorithms & Architectures; Emerging Technologies, Speech & Signal Processing; Visual Processing; Applications; Reinforcement Learning & Control. Includes: Fast Exact Inference with a Factored Model for Natural Language Parsing; Predictions & Semantic Association; Replay, Repair & Consolidation; Binary Coding in Auditory Cortex; How Linear Are Auditory Cortical Responses? Spikernels: Embedding Spiking Neurons in Inner-Product Spaces; A Statistical Mechanics Approach to Approximate Analytical Bootstrap Averages; Stable Fixed Points of Loopy Belief Propogation Are Local Minima of the Bethe Free Energy; Dyadic Classification Trees via Structural Risk Minimization; Bayesian Monte Carlo; Adapting Codes & Embeddings for Polychotomies; Learning Semantic Similarity; Circuit Model of Short-term Synaptic Dynamics; A Probabilistic Approach to Single Channel Blind Signal Separation; Bayesian Estimation of Time-Frequency Coefficients for Audio Signal; Prediction of Protein Topologies Using Generalised IOHMMS & RNNs.

Keywords: Neuroinformatics, Neuroscience, Computer Science, Cognition Cognition, Artificial, Intelligence, Computing, Neural Information, Processing Systems