MAPseq2: a sensitive and cost-effective barcoded connectomics method

Posted by dbos Hopkins

Kavli Affiliate: Justus M Kebschull | Authors: Hyopil Kim, Huihui Qi, Craig Washington, Xiaoping Liang and Justus M Kebschull | Summary: The barcoded connectomics tool MAPseq enables highly multiplexed projection mapping of individual neurons by translating neuroanatomy into a DNA sequencing problem. Here we present MAPseq2, a user-friendly protocol with 3-4 fold increased barcode detection […]


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DMSC: Dynamic Multi-Scale Coordination Framework for Time Series Forecasting

Posted by klaurent Peking

Kavli Affiliate: Zhuo Li | First 5 Authors: Haonan Yang, Haonan Yang, , , | Summary: Time Series Forecasting (TSF) faces persistent challenges in modeling intricate temporal dependencies across different scales. Despite recent advances leveraging different decomposition operations and novel architectures based on CNN, MLP or Transformer, existing methods still struggle with static decomposition strategies, […]


Continue.. DMSC: Dynamic Multi-Scale Coordination Framework for Time Series Forecasting