Search Results for author: Forrest Sheldon

Found 3 papers, 1 papers with code

Characterizing contaminant noise in barcoded perturbation experiments

no code implementations10 Feb 2023 Forrest Sheldon

Bursting cells lead to ambient RNA that contaminates sequencing data.

The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware

1 code implementation13 Jun 2021 Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew Sornborger

To our knowledge, this is the first work to show a Spiking Neural Network (SNN) implementation of the backpropagation algorithm that is fully on-chip, without a computer in the loop.

Ranked #31 on Image Classification on MNIST (Accuracy metric)

BIG-bench Machine Learning Edge-computing +1

Evidence of an exponential speed-up in the solution of hard optimization problems

no code implementations23 Oct 2017 Fabio L. Traversa, Pietro Cicotti, Forrest Sheldon, Massimiliano Di Ventra

However, despite numerous research efforts, in many cases even approximations to the optimal solution are hard to find, as the computational time for further refining a candidate solution grows exponentially with input size.

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