• APPLIED MATHEMATICS
• CHEMINFORMATICS
• COMPUTER VISION (CV)
• GENETICS
• MACHINE LEARNING
• MOLECULAR BIOLOGY
• MOLECULAR MODELING
• NEUROSCIENCE
• NLP
• PHYSICS
• PROGRAMMING LANGUAGES
• SIGNAL PROCESSING
• SYSTEMS BIOLOGY

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APPLIED MATHEMATICS

• Approximation by Superpositions of a Sigmoidal Function

  Shows neural networks with at least one hidden layer are universal approximators that can approximate any analytical function

• Statistical Significance for Hierarchical Clustering

• 数学物理方法

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CHEMINFORMATICS

• The Reduced Graph Descriptor in Virtual Screening and Data-Driven Clustering of High-Throughput Screening Data

  Pharmacophore representation of molecule

• Systematic Analysis of Public Domain Compound Potency Data Identifies Selective Molecular Scaffolds across Druggable Target Families

• Natural product-likeness score revisited: an open-source, open-data implementation

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COMPUTER VISION (CV)

• 从特斯拉到计算机视觉之「图像语义分割」

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GENETICS

• Genetic Analysis Textbook

• The Hallmarks of Aging (23/07/16)

Nature Genetics Reviews: Epigenetics

Nature Genetics Review : Modeling

Landmark Cell Reviews: Transcription and Epigenetics

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MACHINE LEARNING

• TensorFlow Neural Network Tutorial (27/07/16)

  Doing the Udacity course instead

• Deep Learning Tutorial Kaggle Facial Keypoints Image Learn
• Deep Learning Textbook, MIT Press
• The Loss Surfaces of Multilayer Networks
• OpenCV
• One Hundred Year Study on Artificial Intelligence (AI100)

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MOLECULAR BIOLOGY

• A wake-up call: How failing a PhD led to a strategy for a successful scientific career.

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MOLECULAR MODELING

• Toward Rational Fragment-Based Lead Design without 3D Structures
• Classification of Water Molecules in Protein Binding Sites

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NEUROSCIENCE

• A P300-based brain computer interface system for words typing

• A multi-modal parcellation of human cerebral cortex

• Could a neuroscientist understand a microprocessor? (26/07/16)

• Stochastic phase-change neurons

• A multi-modal parcellation of human cerebral cortex

• Is the Brain a Quantum Computer?
• High-throughput dual-colour precision imaging for brain-wide connectome with cytoarchitectonic landmarks at the cellular level
• Dendritic Computation
• Single neuron dynamics and computation

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NLP

• A Neural Probabilistic Language Model.
• How to Write a Spelling Corrector

• NLTK Toolkit

  Started Chapter 03

• Natural Language Comprehension with the EpiReader

  A system that beats deepmind

• Stanford Deep Learning NLP Course Notes

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PHYSICS

• Ergodic dynamics and thermalization in an isolated quantum system

  Indication of reconciliation between quantum and classical physics.

• A kilobyte rewritable atomic memory

  Chlorine on top of copper, using voids and no voids to represent bits.

• Existence of collisional trajectories of Mercury, Mars and Venus with the Earth

• Demonstration of a small programmable quantum computer with atomic qubits

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PROGRAMMING LANGUAGES

• Learning Julia with Unsupervised Learning
• Python Web Crawler Blog Series - Foundation (24/07/16)
• Python Web Crawler Blog Series - Advanced
• Shell Scripting Reference

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SIGNAL PROCESSING

• A New Approach to Linear Filtering and Prediction Problems

  Kalman Filter

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SYSTEMS BIOLOGY

• Systems Biology in the Context of Big Data and Networks

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