Federal complaint fails to mention journal's reference to al-Adani, the ISIS spokesman killed by coalition forces in August

Excepts from the suspected bomber's journal were previously published in a criminal complaint in Manhattan federal court

Several Al-Qaeda and ISIS leaders are mentioned by name

Diary found on Ahmad Khan Rahami when he was captured has been pictured for the first time

A picture has surfaced showing the bloodied and bullet-ridden journal the chicken shop terrorist was carrying when he was arrested after a shootout with police.

In the first released photo of the diary, the notebook is seen opened and laying flat to a page with handwritten text on one side. A large rectangular chunk is missing from the middle of the notebook, indicating it was pierced with a bullet.

While the ink has bled due to water or blood, it is still possible to make out the names of two terrorists on the page, including Anwar al-Awlaki, an al-Qaeda leader who was killed in a drone strike in Yemen in 2011.

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This is the blooded and bullet-ridden notebook found on Ahmad Rahami when he was arrested on Monday

Ahmad Rahami's reference to al-Awlaki was first mentioned in the criminal complaint about the 28-year-old home-grown terrorist.

Curiously not mentioned in the criminal complaint though was Rahami's reference to 'Brother Adnani' - believed to be Abu Mohammad al-Adnani, an ISIS spokesman who was killed on August 30.

Rahami also gave praise to Osama bin Laden and Nidal Hasan, the soldier who killed 13 people at Ford Hood in 2009, in other parts of the journal not seen in the picture.

FBI investigators have been hesitant to connect Rahami to any larger terror organization so far, despite the New Jersey man's frequent travels back to Pakistan and his home country of Afghanistan in recent years.

Ahmad Rahami faces five counts of attempted murder and two gun charges

It's still unclear whether he learned how to build the bombs alone, or if may have received training from a larger organization during these frequent trips.

What's evident is that he at least sympathized with groups such as al-Qaeda and ISIS due to the other very anti-American sentiments written in the journal.

'You (USA Government) continue your [unintelligible] slaught[er] against the mujahidean be it Afghanistan, Iraq, Sham [Syria], Palestine...' Rahami writes in one passage.

In the journal, he spoke of his fears police would catch him before he had the chance to carry out a suicide attack.

'The FBI & homeland security [unintelligible] looking for me...[unintelligible] my heart I pray to the beautiful wise ALLAH. To not take JIHAD away from. I beg [unintelligible] for shahadat [martydom] & inshallah [God willing] this call will be a[n]swered.'

Prosecutors say the document ends: 'The sounds of the bombs will be heard in the streets. Gun shots to your police. Death To Your OPPRESSION.'

NEW YORK BOMBER CITED AL-QAEDA AND ISIS LEADERS AS INSPIRATION FOR THE ATTACK In the journal Ahmad Rahami was carrying when he was arrested on Monday, he mentions several terror leaders as inspirational figures. Pictured below are four of the people referenced in the journal. It's likely that Rahami could have paid tribute to even more terrorists in the journal since a lot of the writing is unintelligible after the paper got wet with the bomber's blood and the rain. Pictured left: Anwar al-Awlaki was an American-born radical Muslim cleric who was a senior leader for al-Qaeda in the Arabian Peninsula. He was killed in a drone strike in Yemen in 2011. Pictured right: Abu Mohammad al-Adnani, an ISIS spokesman who was killed on August 30 Pictured left: Osama bin Laden, the former leader of al-Qaeda who was killed in a raid on his secret compound in Pakistan in 2011. Pictured right: Fort Hood shooter Nidal Hasan. Hasan killed 13 people during a shooting at the military base in 2009. Hasan was a psychiatrist in the Army. He was captured during the shooting and is currently on death row Advertisement

Meanwhile, court documents also show that Rahami was actually recorded performing a test run of a pipe bombs in his back yard just two days before the attacks

Federal prosecutors will claim video recovered from a family member's cell phone shows Rahami conducting a 'dry run' before the bombing. Manhattan bombing suspect Ahmad

Footage shows him igniting incendiary material in a cylinder and a fuse being lit followed by loud explosion and billowing smoke, as laughter is heard in the background, court papers say.

Rahami has been charged with federal counts of using a weapon of mass destruction and bombing public places.

Rahami is pictured slumped over in Linden, New Jersey after his arrest on Monday

The 28-year-old had already been charged with five counts of attempted murder of a law enforcement officer and two gun charges after a shootout with police following the terror attacks over the weekend. He remains on $5.2million bail in hospital.

Now criminal complaint in Manhattan federal court provides clues to the chilling motivations that authorities say drove the Afghan-born U.S. citizen to set off explosives in New York and New Jersey, injuring at least 30 people.

Rahami could face multiple life sentences over the attacks.

The federal criminal complaint, filed in the Southern District of New York, alleges that Rahami began buying bomb components in June, purchasing citric acid, circuit boards, ball bearings and electric igniters on eBay.

In a statement, the online auction site said it was 'proactively working with law enforcement authorities on their investigation' but that all the items he's bought are widely available and 'legal to buy and sell in the United States'.

'Death To Your OPPRESSION,' Ahmad Khan Rahami wrote of the US government in his diary, which praises the likes of Osama bin Laden and accuses America of 'slaughter' in the Middle East

Above is the second pressure cooker bomb found in Chelsea that never detonated. Investigators were allegedly able to identify Rahami from fingerprints on the device

Federal agents would like to question Rahami. But Rep. Tom MacArthur, R-N.J., who received a classified briefing from the FBI, said Rahami was not cooperating; that could also be a reflection of his injuries.

Investigators are looking into Rahami's overseas travel, including a visit to Pakistan a few years ago, and want to know whether he received any money or training from extremist organizations.

They believe he may have received terrorist training on his 'radicalization' trip to Pakistan where he visited the Taliban stronghold of Quetta.

The federal criminal complaint details the types of bombs used in the New York and New Jersey attacks. The New York explosive devices contained aluminum powder, ammonium nitrate and HMTD - a chemical used in multiple terrorist plots against the West including the July 7, 2005, London bombings - by al Qaeda, CNN reports.

Investigators believe that Rahami's use of the chemical indicates overseas training as there have been very few 'lone wolf' attacks have successfully used the tricky substance.

The FBI is now looking into Rahami's multiple, and lengthy stays in Afghanistan and Pakistan between 2011 and 2014 to see whether there is evidence of terror training.

Rahami's first documented trip to Pakistan was in 2005, when he visited Karachi, another terrorist hotbed, aged, The New York Times reported.

In 2011, Rahami made another lengthy trip, visiting Kandahar, Afghanistan, and Quetta, Pakistan. He visited Quetta from April 2013 to March 2014.

Rahami was stopped on one trip for secondary screening, but he satisfied the questions and was cleared, a source told Fox News.

His activities while in Afghanistan and Pakistan are unknown, although he did meet and marry his wife Asia Bibi Rahimi in 2011 with whom he has a child.

The wife of New York and New Jersey bombing suspect, Asia Bibi Rahimi (pictured in 2014) who flew to Pakistan before the terror attacks, is being questioned by American authorities

She is currently being questioned by American authorities after being intercepted by law enforcement in the United Arab Emirates on her way from the US to Pakistan days before the terror attacks. She is currently said to be cooperating with authorities.

Rahami's mother also left the U.S., flying to Turkey on August 24 - a couple of weeks before her son was accused on planting multiple bombs in New Jersey and New York which injured 29 people.

In 2014, the FBI opened up an 'assessment,' the least intrusive form of an FBI inquiry, based on comments from his father after a domestic dispute, the bureau said in a statement.

'The FBI conducted internal database reviews, interagency checks and multiple interviews, none of which revealed ties to terrorism,' the bureau said.

A law enforcement official said the FBI spoke with Rahami's father in 2014 after agents learned of his concerns that the son could be a terrorist.

During the inquiry, the father backed away from talk of terrorism and told investigators that he simply meant his son was hanging out with the wrong crowd, according to the official, who was not authorized to discuss the investigation and spoke to The Associated Press on condition of anonymity.

Rahami's father told reporters Tuesday outside the family's fried-chicken restaurant in Elizabeth, New Jersey, that he called the FBI at the time because Rahami 'was doing real bad,' having stabbed the brother and hit his mother. Rahami was not prosecuted in the stabbing; a grand jury declined to indict him.

'But they checked, almost two months, and they say, 'He's OK, he's clear, he's not terrorist.' Now they say he's a terrorist,' the father said. Asked whether he thought his son was a terrorist, he said: 'No. And the FBI, they know that.'

However, he denied any knowledge of his son's plans to bomb New York and New Jersey last weekend.

The disclosure of the father's contacts with the FBI raises questions about whether there was anything more law enforcement could have done at the time to determine whether Rahami had terrorist aspirations.

This is the chilling moment that suspected bomber Ahmad Rahami is caught on surveillance footage casually walking down a Manhattan street with an explosive in his suitcase

Destruction: This was the scene on West 23rd Street, Midtown Manhattan, on Monday after Saturday's bomb attack. Rahami came to the US as an asylum seeker aged seven

Two homeless men also found a backpack full of five pipe bombs near the Elizabeth, New Jersey rail station on Sunday. One of the devices accidentally went off as police were trying to disarm it. No one was injured in that incident

Rahami's father Mohammad Sr told reporters on Tuesday that he'd reported his son to the FBI two years ago over fears he was being radicalized after he turned violent and attacked his younger brother and his stepmom

That issue arose after the Orlando massacre in June, when FBI Director James Comey said agents a few years earlier had looked into the gunman, Omar Mateen, but did not find enough information to pursue charges or keep him under investigation.

Rahami worked as an unarmed night guard for two months in 2011 at an AP administrative technology office in Cranbury, New Jersey. At the time, he was employed by Summit Security, a private contractor.

AP global security chief Danny Spriggs said he learned this week that Rahami worked night shifts at the AP building and often engaged colleagues in long political discussions, expressing sympathy for the Taliban and disdain for U.S. military action in Afghanistan. Rahami left that job in 2011 because he wanted to take a trip to Afghanistan, Spriggs said.

AP spokesman Paul Colford said the AP told law enforcement officials about Rahami's work at the Cranbury facility.

Summit's vice president of security services, Daniel Sepulveda, said Rahami last worked for the company in 2011. Sepulveda said he was unaware of any complaints about Rahami's conduct.