Neural Network Industries, a primer for neural network trading strategies in 2020

4 min readDec 14, 2020

Our mission at Neural Network Industries is to empower users with the capabilities of neural network trading algorithms. Our team of engineers and financial professionals envision to set up a disruptive business model with a focus on competitive durable performance as well as developing an economic moat to maintain and build market share by delivering state-of-the-art trading algorithms.

“Over the next decade, AI won’t replace managers, but managers who use AI will replace those who don’t.” — Eric Brynjolfsson and Andrew McAfee, Harvard Business Review

Neural Network Industries constructed its algorithm trading system, known as “BOTFOLIO”, a pareto optimized portfolio consisting of artificial neural network algorithms spread into a basket of different digital asset trading pairs. In FY2019 the BOTFOLIO achieved 41.26% return in 17 Trades with a 94.12% winning ratio. All trades are verified on Stocktwits, a social media platform for traders where tweets cannot be deleted after 5 minutes of posting.

In 2020 Neural Network Industries was delighted to announce the successful implementation of the USDT/PAXG trading pair in our algorithmic trading system. USDT is a stablecoin pegged to the US Dollar currency. PAX Gold is physical Gold on the blockchain, issued by Paxos Global.

FY2020 was when Neural Network Industries launched their first gold commodity trading algorithm on the blockchain with 92.1% winning ratio, 38.54% return and 38 trades since its inception. The Neuralnet 3 (NNv3) algorithm is using the “ADADELTA” algorithm, a per-dimension learning rate method for gradient descent.

“Adadelta is an extension of Adagrad that seeks to reduce its aggressive, monotonically decreasing learning rate. Instead of accumulating all past squared gradients, Adadelta restricts the window of accumulated past gradients to some fixed size w.” (Ruder.io , 2019)

In 08/2020 Neural Network Industries also partnered with Gorn Hegemony Guild & Community. Gorn, or $GORN, is a social monetary unit used for transactions within the Gorn Hegemony, its network of partners and its community. The Gorn Hegemony Guild focuses currently on building a community about decentralized apps and blockchain gaming. Gorn Social Money was issued by Roll (tryroll.com) from New York, a firm backed by Gary Vaynerchuk on the 05/10/2020 for the Gorn Hegemony Guild & Community. $GORN is a social proof-of-work Social Money and grants specific privileges and rights to holders. $GORN rewards can be seen here. $GORN can be earned in various ways and its usecases are steadily being developed and advanced to include different communitsies, such as the community of Neural Network Industries.

The synergy between Neural Network Industries and Gorn Hegemony Guild & Community is flawless and we both share a common vision. We strive to ignite the entrepreneurship of our members, partners, clients and followers by leveraging the blockchain as well as creating an infrastructure for knowledge and networking with industry experts by offering ancillary services redeemable for $GORN.

The first ancillary service offered by Neural Network Industries redeemable for $GORN Social Money

The mission behind Gorn, or $GORN is to advance and empower our community and network of partners by using $GORN as a social remuneration system. Neural Network Industries will develop and advance rewards redeemable for $GORN and empower its partners, clients and followers with the capabilities of AI and blockchain technology. Neural Network Industries followers can earn $GORN by supporting the social media of NN, for example by liking and retweeting posts and then sending a DM to the Neural Network Industries Twitter account, or by simply clicking $GORN claim links. Read more about $GORN Social Money and check out Neural Network Industries.