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Neural Bar Impulse

Neural Bar Impulse is an indicator based on a neural network created and specially trained to predict the potential impulse of each next market bar. By bar impulse we mean the tendency of the market price to update the maximum or minimum of the bar relative to its opening price.

We chose this particular feature of market bars because, based on our own research, we discovered an interesting feature of bar impulses to be harbingers of a change in price trend movements.

The neural network we created was trained on all major Forex currency pairs, from 2001 to today, using a 1-hour time interval. Millions of historical bars took part in the training of this most complex mathematical model.

To solve our task of predicting bar impulse, we used a Recurrent Neural Network (RNN) with a sophisticated and modern architecture that combines an LSTM layer to analyze dependencies in time series, BatchNormalization and Dropout to stabilize training and prevent overtraining, and full-link layers to extract higher-level features from the data. Training such a model allows it to capture complex time dependencies in currency rate data and make predictions based on these dependencies.

The latest updates of the MetaTrader 5 trading terminal from MetaQuotes have introduced an amazing opportunity to integrate neural networks of any complexity into our products using the ONNX model exchange format. This opens up a huge potential for us to further improve market products and increase their profitability.

=== RATES HISTORY CALCULATIONS === - Calculation of historical bars settings.
Calculate History From Bar Shift - History bar number from which the indicator calculation begins.
Calculate History From Bar DateTime - Date/time of the history bar from which the indicator calculation begins.

=== MOVING AVERAGE === - Moving average settings.
Averaging Period - Averaging period (based on the indicator).

=== DIVERGENCE === - Divergence settings.
Divergence By... - How we build divergence: DIVERGENCE_BY_INDICATOR - on the extreme values of the indicator, DIVERGENCE_BY_AVERAGING - on the extreme values of the averaging.
Indicator Extremums Min. Height % - The minimum height of the indicator extremum in order to consider it a top and use it to draw divergence lines on the indicator chart.
Indicator Extremums Min. Deviation % - Minimum deviation between two indicator extremes. The higher the value, the greater the slope of the divergence lines, that is, the steeper the declines/rises between extremes on the indicator chart.
Price Extremums Min. Deviation % - Same as in the previous parameter, only for price extremes, not the indicator.
Paint Arrows - Draw arrows.
Buy Color - Color for Buys.
Sell Color - Color for Sells.

=== NOTIFICATIONS === - Notification settings (work if the Paint Arrows parameter is activated)
Send Alert Notifications - Send alerts in MetaTrader terminal.
Send Push Notifications - Send push notifications to the mobile terminal.
Send E-Mail Notifications - Send notifications by email.

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nota: questo indicatore e' per METATRADER5, se vuoi la versione per  METATRADER4 questo e' il link:   https://www.mql5.com/it/market/product/108106 TRENDMAESTRO   riconosce un nuovo TREND sul nascere, non sbaglia mai. La sicurezza di identificare un nuovo TREND non ha prezzo. DESCRIZIONE TRENDMAESTRO identifica un nuovo TREND sul nascere, questo indicatore prende in esame la volatilita' i volumi ed il momentum per identificare il momento in cui c'e' un'esplosione di uno  opiu' di questi d
Eng Gold
Ely Alkrar Xshkaky
Indicatori
ENG-GOLD Scalper It is an auxiliary indicator that identifies potential targets and determines the place of entry with a stop loss that works on Heiken Ashi candles  The green lines are usually the targets, the red lines are the stop loss, and the yellow lines are the entry location.  This file is recognized on small and medium frames, usually less than the watch frame I highly recommend using XAUUSD US100 US30 USOIL 
Gartley Hunter Multi
Siarhei Vashchylka
5 (5)
Indicatori
Gartley Hunter Multi - An indicator for searching for harmonic patterns simultaneously on dozens of trading instruments and on all classic timeframes: (m1, m5, m15, m30, H1, H4, D1, Wk, Mn). Manual (Be sure to read before purchasing) | Version for MT4 Advantages 1. Patterns: Gartley, Butterfly, Shark, Crab. Bat, Alternate Bat, Deep Crab, Cypher 2. Simultaneous search for patterns on dozens of trading instruments and on all classic timeframes 3. Search for patterns of all possible sizes. Fr
ON Trade Gann Squares MT5
Abdullah Alrai
5 (1)
Indicatori
L'indicatore Quadrato di Gann è uno strumento potente di analisi di mercato basato sull'articolo "Formula Matematica per le Previsioni di Mercato" scritto da W.D. Gann. Questo strumento utilizza concetti matematici e teorie di Gann per effettuare un'analisi precisa del mercato. Utilizza i quadrati di 144, 90, 52 e anche il quadrato di 9. Inoltre, integra il metodo del  per il quadrato di 9 e la sua relazione con canali e modelli stellari di quel quadrato. Manuale Utente e Applicazione: Prima di
Golden Spikes Detector
Batsirayi L Marango
5 (1)
Indicatori
Golden Spikes Detector This indicator is based on an advanced strategy primarily for trading spikes on Boom and Crash Indices. Complex algorithms were implemented to detect high probability entries only. It alerts on potential Buy and Sell entries. To trade spikes on the Deriv or Binary broker, only take Buy Boom and Sell Cash alerts. It was optimised to be loaded on 5-minute timeframe although multiple timeframe analysis is done in the background. Features ·             Desktop pop up and sound
PZ Swing Trading MT5
PZ TRADING SLU
5 (4)
Indicatori
Swing Trading is the first indicator designed to detect swings in the direction of the trend and possible reversal swings. It uses the baseline swing trading approach, widely described in trading literature. The indicator studies several price and time vectors to track the aggregate trend direction and detects situations in which the market is oversold or overbought and ready to correct. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products ] Profit for market swings with
SMCpro
Arief
5 (1)
Indicatori
SMCpro MT5  Original Price  $440   ---  Currently Price  40% OFF  ( for unlimited use ) Hello World! Introducing.. SMCpro tool and Indicator for  MetaTrader 5 , a cutting-edge feature designed to revolutionize your trading experience. With innovative ICT Smart Money Concept, you gain unparalleled insight into market dynamics, empowering you to make informed trading decisions like never before. Built on the foundation of advanced algorithms and real-time data analysis, SMCpro tool and Indicat
RAD Real Acummulation and Distribution
Jose Alejandro Jacome Jimenez
Indicatori
RAD CRITICAL LEVES RAD indicator tracks “Relevant Volume” in real time, identifying accumulation and distribution processes, projecting them in the chart as SUPPORT or RESISTANCE zones. Natural   support   and resistance levels are generated by Volume Accumulation and Distribution processes. As these processes evolve, levels at which the relevant volume in the market place is positioned, become difficult areas to cross upwards or downwards. By using this information, traders can identify very s
IVISTscalp5
Vadym Zhukovskyi
5 (3)
Indicatori
We present you the iVISTscalp5 indicator, which is not only unique, but also effective in the analysis of trading operations. This indicator is based on time data and is the result of many years of experience and deep analysis of financial markets. The iVISTscalp5 indicator is an excellent assistant for manual trading. Convenience, simplicity and visualization. All the most difficult is hidden inside. We have simplified the settings and use of the iVISTscalp5 indicator as much as possible. The i
PZ Turning Points MT5
PZ TRADING SLU
Indicatori
This indicator examines the price structure of fractals of different periods to determine possible reversal points in the market, providing timing to positional traders that already have a fundamental or technical valuation model. Unlike its younger brother, Reversal Fractals , this indicator won't miss reversals because of the period selected, and will find reversal fractals on a zig-zag fashion, ignoring those reversals which do not carry enough momentum to start a sustained price movement. [
PZ Harmonacci Patterns MT5
PZ TRADING SLU
3.25 (4)
Indicatori
This is arguably the most complete harmonic price formation auto-recognition indicator you can find for the MetaTrader Platform. It detects 19 different patterns, takes fibonacci projections as seriously as you do, displays the Potential Reversal Zone (PRZ) and finds suitable stop-loss and take-profit levels. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products ] It detects 19 different harmonic price formations It plots primary, derived and complementary Fibonacci p
Altri dall’autore
Bitcoin Manager MT5
Denys Babiak
Indicatori
Description Bitcoin Manager is the best indicator for trading Bitcoin cryptocurrency. It is calculated based on the price deviation from the moving average line channel. Ascending and descending arrows indicate potential points and levels for opening buy and sell positions. How to use? We strongly recommend using this indicator on the H1 timeframe. An up arrow indicates a buy level. Down Arrow - Sell Level. Parameters Maximum History Bars - maximum count of history bars to calculate
Intelligent Moving MT4
Denys Babiak
Indicatori
Let us introduce you to a new era of neural indicators for financial markets! Intelligent Moving is a unique indicator that trains its neural network in real time! You no longer need to look for the optimal indicator parameters for each specific situation. No more late signals. The artificial intelligence is able to adapt itself and predict any market movements. Visually, the indicator is drawn as a main solid moving average line, two dotted lines of standard deviations and signal arrows. For
Volume Horizon
Denys Babiak
Indicatori
Volume Horizon is a horizontal volume indicator that allows you to observe the density of market participants' volumes across various price and time intervals. Volume histograms can be constructed based on ascending or descending market waves, as well as individual bars. This tool enables more precise determination of entry or exit points, relying on levels of maximum volumes or volume-weighted average prices (VWAP). What makes Volume Horizon unique? 1. Segmentation into ascending and descend
Quantum Awesome Oscillator Pro
Denys Babiak
Indicatori
Description The Quantum Awesome Oscillator Pro indicator is based on the standard Bill Williams Awesome Oscillator (AO) indicator. It has two parts. The lower part is a colored histogram of the oscillator (divided into two sides - above zero and below zero and, accordingly, colored in two colors - blue for buying and red for selling) and a trend curve line (shows the direction of the global trend). The upper part - arrows showing market entry points, as well as dashed lines showing Stop-Loss a
Intelligent Moving
Denys Babiak
Indicatori
Let us introduce you to a new era of neural indicators for financial markets! Intelligent Moving is a unique indicator that trains its neural network in real time! You no longer need to look for the optimal indicator parameters for each specific situation. No more late signals. The artificial intelligence is able to adapt itself and predict any market movements. Visually, the indicator is drawn as a main solid moving average line, two dotted lines of standard deviations and signal arrows. For
Volume Horizon MT4
Denys Babiak
Indicatori
Volume Horizon is a horizontal volume indicator that allows you to observe the density of market participants' volumes across various price and time intervals. Volume histograms can be constructed based on ascending or descending market waves, as well as individual bars. This tool enables more precise determination of entry or exit points, relying on levels of maximum volumes or volume-weighted average prices (VWAP). What makes Volume Horizon unique? 1. Segmentation into ascending and descend
Trend Influencer
Denys Babiak
Indicatori
Description Trend Influencer is an indicator that determines the potential dynamics of the influence of trend wave movements on the market. The indicator is based on the value of moving averages corrected by the standard deviation. The indicator is displayed as a main dash-dotted moving average and a signal solid moving average. The signal moving average is colored blue or red depending on what type of trend is currently observed in the market. The indicator also draws inhibition levels - blue
Trend Influencer MT5
Denys Babiak
Indicatori
Description Trend Influencer is an indicator that determines the potential dynamics of the influence of trend wave movements on the market. The indicator is based on the value of moving averages corrected by the standard deviation. The indicator is displayed as a main dash-dotted moving average and a signal solid moving average. The signal moving average is colored blue or red depending on what type of trend is currently observed in the market. The indicator also draws inhibition levels - blue
Volume Magic
Denys Babiak
3.67 (3)
Indicatori
Description Volume Magic is an indicator that shows the value of the relative volume in conjunction with the direction of the current trend. The ratio of the current volume relative to the average volume for a certain period is displayed in the lower window as an oscillator. The direction of the current trend is displayed as two-color trend lines. How to use? First, use two-color trend lines to determine the direction of the current trend. Then look for areas of low volume and open positi
SuperCCI
Denys Babiak
Indicatori
Description SuperCCI is an indicator based on the standard CCI indicator. It identifies and displays convergences/divergences in the market and forms the corresponding entry points. Also, using the trading channel index, it determines the direction of the trend and displays the levels of support and resistance . Features Not repaint. Shows entry points. Shows the direction of the current trend and support/resistance levels. Has notifications. Recommendations Use convergence/divergence to
Range Detector
Denys Babiak
Indicatori
Description Range Detector   is an indicator that identifies ranges in the market and displays their presence on the price chart. Recommendations You can use this indicator to determine the flet and, accordingly, to determine the direction of opening a position or closing an opposite position. Parameters Maximum History Bars   - maximum number of history bars for calculating the indicator. Average True Range Period   - ATR indicator period (used to calculate the difference between mov
Impulse Angle
Denys Babiak
4 (3)
Indicatori
Description Range Detector   is an indicator that identifies impulses in the market and displays their slope angles on the chart. Recommendations You can use this indicator to determine a trend and, accordingly, to determine the direction of opening a position or closing an opposite position. Parameters ===== _INDICATOR_SETTINGS_ =====   - indicator settings Maximum History Bars   - maximum number of history bars for calculating the indicator. Average True Range Period   - ATR indic
Money Zones
Denys Babiak
Indicatori
Description Money Zones is an indicator that determines accumulation/distribution zones in the market. Green zones make it possible to look for buy entry points or sell exit points. Red zones, on the contrary, define the opportunity for selling or closing buys. The indicator has the ability to define money zones for two timeframes simultaneously on the same chart. How to use? Use this indicator to identify market zones as support/resistance zones to determine the best conditions for marke
Bitcoin Manager MT4
Denys Babiak
Indicatori
Description Bitcoin Manager is the best indicator for trading Bitcoin cryptocurrency. It is calculated based on the price deviation from the moving average line channel. Ascending and descending arrows indicate potential points and levels for opening buy and sell positions. How to use? We strongly recommend using this indicator on the H1 timeframe. An up arrow indicates a buy level. Down Arrow - Sell Level. Parameters Maximum History Bars - maximum count of history bars to calculate
Quantum Awesome Oscillator
Denys Babiak
Indicatori
Description The Quantum Awesome Oscillator indicator is based on the standard Bill Williams Awesome Oscillator (AO) indicator. It has two parts. The lower part is a colored histogram of the oscillator (divided into two sides - above zero and below zero and, accordingly, colored in two colors - blue for buying and red for selling) and a trend curve line (shows the direction of the global trend). The upper part - arrows showing market entry points, as well as dashed lines showing Stop-Loss and T
Range Detector MT5
Denys Babiak
Indicatori
Description Range Detector   is an indicator that identifies ranges in the market and displays their presence on the price chart. Recommendations You can use this indicator to determine the flet and, accordingly, to determine the direction of opening a position or closing an opposite position. Parameters Maximum History Bars   - maximum number of history bars for calculating the indicator. Average True Range Period   - ATR indicator period (used to calculate the difference between mov
Impulse Angle MT5
Denys Babiak
Indicatori
Description Range Detector   is an indicator that identifies impulses in the market and displays their slope angles on the chart. Recommendations You can use this indicator to determine a trend and, accordingly, to determine the direction of opening a position or closing an opposite position. Parameters ===== _INDICATOR_SETTINGS_ =====   - indicator settings Maximum History Bars   - maximum number of history bars for calculating the indicator. Average True Range Period   - ATR indic
SuperCCI MT5
Denys Babiak
Indicatori
Description SuperCCI is an indicator based on the standard CCI indicator. It identifies and displays convergences/divergences in the market and forms the corresponding entry points. Also, using the trading channel index, it determines the direction of the trend and displays the levels of support and resistance . Features Not repaint. Shows entry points. Shows the direction of the current trend and support/resistance levels. Has notifications. Recommendations Use convergence/divergence to
Volume Magic MT5
Denys Babiak
Indicatori
Description Volume Magic is an indicator that shows the value of the relative volume in conjunction with the direction of the current trend. The ratio of the current volume relative to the average volume for a certain period is displayed in the lower window as an oscillator. The direction of the current trend is displayed as two-color trend lines. How to use? First, use two-color trend lines to determine the direction of the current trend. Then look for areas of low volume and open positi
Money Zones MT5
Denys Babiak
Indicatori
Description Money Zones is an indicator that determines accumulation/distribution zones in the market. Green zones make it possible to look for buy entry points or sell exit points. Red zones, on the contrary, define the opportunity for selling or closing buys. The indicator has the ability to define money zones for two timeframes simultaneously on the same chart. How to use? Use this indicator to identify market zones as support/resistance zones to determine the best conditions for marke
Neural Bitcoin Impulse
Denys Babiak
Experts
Introducing Neural Bitcoin Impulse - an innovative trading bot created using neural network training technology on voluminous market data sets. The built-in mathematical model of artificial intelligence searches for the potential impulse of each next market bar and uses the resulting patterns of divergence and convergence between the predictive indicators and the price to form high-precision reversal points for opening trading positions. The trading robot is based on the Neural Bar Impulse in
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Versione 3.4 2024.02.29
The calculation part has been completely rewritten and improved.
Versione 2.0 2023.09.19
* Added divergence.
* Added notifications.